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Bibliographie der Universität Regensburg

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Anzahl der Einträge in dieser Kategorie: 354.

2025

Raab, Florian , Strotzer, Quirin David , Stroszczynski, Christian , Fellner, Claudia, Einspieler, Ingo, Haimerl, Michael und Lang, Elmar W. (2025) Automatic segmentation of liver structures in multi-phase MRI using variants of nnU-Net and Swin UNETR. Scientific Reports 15 (1).

2024

Raab, Florian (2024) Automated MRI Segmentation and Feature Extraction for Predicting Liver Function Deploying Advanced Deep Learning Models. Dissertationsreihe Physik Dissertation, Universität Regensburg.

Bommer, Marinus (2024) Root Cause Analysis in Sparsely Labeled Environments using Machine Learning. Dissertation, Universität Regensburg.

2023

Spichtinger, Andrea (2023) Physics-guided Machine Learning for Small Data Sets. Dissertation, Universität Regensburg.

Sawant, Shrutika S., Erick, F. X., Göb, St., Holzer, Nina, Lang, Elmar W. und Götz, Theresa (2023) An adaptive binary particle swarm optimization for solving multi-objective convolutional filter pruning problem. The Journal of Supercomputing 79 (12), S. 13287-13306. Volltext nicht vorhanden.

Grünbaum, Daniel, Stern, Maike L. und Lang, Elmar W. (2023) Quantitative probing: Validating causal models with quantitative domain knowledge. Journal of Causal Inference 11 (1). Volltext nicht vorhanden.

2022

Wein, Simon , Schüller, A., Tomé, A. M., Malloni, W. M. , Greenlee, M. W. und Lang, E. W. (2022) Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures. Network Neuroscience 6 (3), S. 665-701.

Wankerl, Heribert , Wiesmann, Christopher, Kreiner, Laura, Butendeich, Rainer, Luce, Alexander, Sobczyk, Sandra, Stern, Maike Lorena und Lang, Elmar Wolfgang (2022) Directional emission of white light via selective amplification of photon recycling and Bayesian optimization of multi-layer thin films. Scientific Reports 12 (5226).

Steinborn, Florian (2022) Time series analysis and prediction of electricity load demand with machine learning techniques. Dissertation, Universität Regensburg.

Sawant, Shrutika S., Bauer, J., Erick, F. X., Ingaleshwar, Subodh, Holzer, N., Ramming, A., Lang, E. W. und Götz, Th. (2022) An optimal-score-based filter pruning for deep convolutional neural networks. Applied Intelligence 52 (15), S. 17557-17579. Volltext nicht vorhanden.

Sawant, Shrutika S., Wiedmann, Marco, Göb, Stephan, Holzer, Nina, Lang, Elmar W. und Götz, Theresa (2022) Compression of Deep Convolutional Neural Network Using Additional Importance-Weight-Based Filter Pruning Approach. Applied Sciences 12 (21), S. 11184. Volltext nicht vorhanden.

Luce, Alexander , Mahdavi, Ali, Marquardt, Florian und Wankerl, Heribert (2022) TMM-Fast, a transfer matrix computation package for multilayer thin-film optimization: tutorial. Journal of the Optical Society of America A 39 (6), S. 1007. Volltext nicht vorhanden.

2021

Ott, Christian, Rosengarth, Katharina, Doenitz, Christian, Hoehne, Julius, Wendl, Christina, Dodoo-Schittko, Frank, Lang, Elmar W., Schmidt, Nils Ole und Goldhacker, Markus (2021) Preoperative Assessment of Language Dominance through Combined Resting-State and Task-Based Functional Magnetic Resonance Imaging. Journal of Personalized Medicine 11 (12), S. 1342.

Lang, Christian (2021) Machine Learning Approaches for Energy Forecasting. Dissertation, Universität Regensburg.

Wein, Simon , Deco, Gustavo, Tomé, Ana Maria, Goldhacker, Markus , Malloni, Wilhelm M., Greenlee, Mark W. und Lang, Elmar W. (2021) Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning. Computational Intelligence and Neuroscience 2021, S. 1-31.

Wankerl, Heribert , Stern, Maike L. , Mahdavi, Ali, Eichler, Christoph und Lang, Elmar W. (2021) Parameterized reinforcement learning for optical system optimization. Journal of Physics D: Applied Physics 54 (30), S. 305104.

Wein, Simon , Malloni, Wilhelm, Tomé, Ana Maria, Frank, S., Henze, Gina-Isabelle, Wüst, S., Greenlee, Mark W. und Lang, Elmar (2021) A graph neural network framework for causal inference in brain networks. Scientific Reports 11 (8061).

Götz, Theresa I., Lang, Elmar W., Schmidkonz, Christian, Kuwert, Torsten und Ludwig, Bernd (2021) Dose voxel kernel prediction with neural networks for radiation dose estimation. Zeitschrift für Medizinische Physik 31 (1), S. 23-36. Volltext nicht vorhanden.

Xarez, M., Weiderer, P., Tomé, A.M. und Lang, Elmar W. (2021) Extracting control variables of casting processes with NMF and rule extraction. Expert Systems with Applications 180, S. 115118. Volltext nicht vorhanden.

Stetter, Martin, Lang, Elmar W. und Liu, Jianli (2021) Learning Intuitive Physics and One-Shot Imitation Using State-Action-Prediction Self-Organizing Maps. Computational Intelligence and Neuroscience 2021, S. 1-15. Volltext nicht vorhanden.

Zhang, Yang, Nazet, Julian , Lang, Elmar und Merkl, Rainer (2021) Rosetta:MSF:NN: Boosting performance of multi-state computational protein design with a neural network. PLOS ONE 16 (8), e0256691. Volltext nicht vorhanden.

2020

Langgartner, Florian S. (2020) Machine Learning Techniques and Optical Systems for Iris Recognition from Distant Viewpoints. Dissertation, Universität Regensburg.

Wein, Simon, Tomé, Ana M., Goldhacker, Markus , Greenlee, Mark W. und Lang, Elmar W. (2020) A Constrained ICA-EMD Model for Group Level fMRI Analysis. Frontiers in Neuroscience 14 (221), S. 1-10.

Goetz, Th. I., Lang, E. W., Prante, O., Maier, A., Cordes, M., Kuwert, T., Ritt, P. und Schmidkonz, Christian (2020) Three-dimensional Monte Carlo-based voxel-wise tumor dosimetry in patients with neuroendocrine tumors who underwent 177Lu-DOTATOC therapy. Annals of Nuclear Medicine 34 (4), S. 244-253.

Weiderer, Peter, Tomé, Ana Maria und Lang, Elmar W. (2020) A NMF-based extraction of physically meaningful components from sensory data of metal casting processes. Journal of Manufacturing Systems 54, S. 62-73. Volltext nicht vorhanden.

Götz, Th. I., Schmidkonz, C., Chen, S., Al-Baddai, S., Kuwert, T. und Lang, E. W. (2020) A deep learning approach to radiation dose estimation. Physics in Medicine & Biology 65 (3), 035007. Volltext nicht vorhanden.

Wankerl, Heribert, Stern, Maike Lorena, Altieri-Weimar, Paola, Al-Baddai, Saad, Lang, Kurt-Jürgen, Roider, Florian und Lang, Elmar Wolfgang (2020) Fully convolutional networks for void segmentation in X-ray images of solder joints. Journal of Manufacturing Processes 57, S. 762-767. Volltext nicht vorhanden.

Götz, Theresia I., Lang, Elmar W., Schmidkonz, Christian, Maier, Andreas, Kuwert, Torsten und Ritt, Philipp (2020) Particle filter de-noising of voxel-specific time-activity-curves in personalized 177Lu therapy. Zeitschrift für Medizinische Physik 30 (2), S. 116-134. Volltext nicht vorhanden.

2019

Weiderer, Peter (2019) Machine Learning Applications for Thermal Manufacturing Processes. Dissertation, Universität Regensburg.

Al-Baddai, Saad, Marti-Puig, Pere, Gallego-Jutglà, Esteve , Al-Subari, Karema, Tomé, Ana Maria , Ludwig, Bernd, Lang, Elmar Wolfgang und Solé-Casals, Jordi (2019) A recognition-verification system for noisy faces based on an empirical mode decomposition with Green’s functions. Soft Computing 24 (14), S. 3809-3827. Volltext nicht vorhanden.

Götz, Th., Schmidkonz, C., Lang, E. W. , Maier, A. , Kuwert, T. und Ritt, P. (2019) A comparison of methods for adapting $^{177}{\rm Lu}$ dose-voxel-kernels to tissue inhomogeneities. Physics in Medicine & Biology 64 (24), S. 245011. Volltext nicht vorhanden.

Al-Baddai, Saad, Al-Subari, Karema, Lang, Elmar W. , Ströhl, Barbara und Ludwig, Bernd (2019) Empirical Heatmap Decomposition—A Fresh Look on Gaze Behavior. In: ACHI 2019 : the Twelfth International Conference on Advances in Computer-Human Interactions, February 24-28, 2019, Athens, Greece. Volltext nicht vorhanden.

Götz, Th. I., Schmidkonz, C., Lang, E. W., Maier, A., Kuwert, T. und Ritt, P. (2019) Factors affecting accuracy of S values and determination of time-integrated activity in clinical Lu-177 dosimetry. Annals of Nuclear Medicine 33 (7), S. 521-531. Volltext nicht vorhanden.

Wein, S., Tomé, A. M., Goldhacker, Markus , Greenlee, Mark W. und Lang, Elmar W. (2019) Hybridizing EMD with cICA for fMRI Analysis of Patient Groups. In: Barbieri, R., (ed.) Biomedical engineering ranging from wellness to intensive care : 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : 41st EMB Conference : July 23-27, Berlin. IEEE, Piscataway, NJ. Volltext nicht vorhanden.

2018

Goetz, Theresa, Tome, A. M., Hensel, B., Bert, Ch. und Lang, Elmar W. (2018) Electromagnetic Tracking in High Dose Rate Brachytherapy - A Composite Analysis Model. Advances in Applied Science Research 9 (1), S. 1-21.

Vigneron, Vincent, Kodewitz, Andreas, da Costa, Michele Nazareth, Tome, Ana Maria und Langlang, Elmar (2018) Non-negative sub-tensor ensemble factorization (NsTEF) algorithm. A new incremental tensor factorization for large data sets. Signal Processing 144, S. 77-86. Volltext nicht vorhanden.

2017

Goetz, Th. I., Herzberger, F., Tome, A. M., Hensel, B. und Lang, Elmar W. (2017) EMTLAB: A Toolbox for the Analysis of Electromagnetic Tracking Data in Brachytherapy. Advances in Applied Science Research 8 (4), S. 40-61.

Al-Subari, Karema S. A. (2017) A Study of Biomedical Time Series Using Empirical Mode Decomposition : Extracting event-related modes from EEG signals recorded
during visual processing of contour stimuli. Dissertation, Universität Regensburg.

Götz, Th. I., Lahmer, G., Strnad, V., Bert, Ch., Hensel, B., Tomé, A. M. und Lang, E. W. (2017) A tool to automatically analyze electromagnetic tracking data from high dose rate brachytherapy of breast cancer patients. PLOS ONE 12 (9), e0183608.

Goldhacker, Markus (2017) Frequency-resolved dynamic functional connectivity and scale stability of connectivity-states. Dissertation, Universität Regensburg.

Al-Baddai, Saad, Ströhl, Barbara, Lang, Elmar W. und Ludwig, Bernd (2017) Do Museum Visitors See What Educators Want Them to See? In: Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, July 09 - 12, 2017, Bratislava, Slovakia. Volltext nicht vorhanden.

Götz, Th. I., Ermer, M., Salas-Gonzales, D. , Kellermeier, M., Strnad, V., Bert, Ch. , Hensel, B., Tomé, A. M. und Lang, E. W. (2017) On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy. Physics in Medicine & Biology 62 (20), S. 7959-7980. Volltext nicht vorhanden.

2016

Al-Subari, Karema, Al-Baddai, Saad, Tomé, A. M. , Volberg, Gregor , Ludwig, Bernd und Lang, Elmar W. (2016) Combined EMD-sLORETA Analysis of EEG Data Collected during a Contour Integration Task. PLoS ONE 11 (12), S. 1-20.

Al-Baddai, Saad, Al-Subari, Karema, Tomé, Ana Maria , Solé-Casals, Jordi und Lang, Elmar Wolfgang (2016) A green’s function-based Bi-dimensional empirical mode decomposition. Information Sciences 348, 305 - 321. Volltext nicht vorhanden.

Vigneron, V., Kodewitz, A., Tome, A. M. , Lelandais, S. und Lang, E. (2016) Alzheimer's Disease Brain Areas: The Machine Learning Support for Blind Localization. Current Alzheimer Research 13 (5), S. 498-508. Volltext nicht vorhanden.

Al-Baddai, Saad, Al-Subari, Karema, Tomé, Ana Maria , Ludwig, Bernd, Salas-Gonzales, Diego und Lang, Elmar Wolfgang (2016) Analysis of fMRI images with bi-dimensional empirical mode decomposition based-on Green's functions. Biomedical Signal Processing and Control 30, S. 53-63. Volltext nicht vorhanden.

Al-Baddai, Saad, Neubauer, A., Tome, A. M. , Vigneron, V., Salas-Gonzales, Diego , Puntonet, C. G. und Lang, E. (2016) Functional Biomedical Images of Alzheimer's Disease a Green's Function based Empirical Mode Decomposition Study. Current Alzheimer Research 13 (6), S. 695-707. Volltext nicht vorhanden.

2015

Goldhacker, Markus (2015) Frequency-resolved dynamic functional connectivity and scale-invariant connectivity-state behavior. [Datensatz]

Lang, Elmar, Al-Subari, Karema, Al-Baddai, Saad , Tomé, Ana Maria , Volberg, Gregor und Hammwöhner, Rainer (2015) Ensemble Empirical Mode Decomposition Analysis of EEG Data Collected during a Contour Integration Task. PLoS ONE 10 (4), S. 1-27.

Al-Baddai, Saad, Al-Subari, Karema, Tomé, A. M., Volberg, Gregor und Lang, Elmar (2015) A Combined EMD-ICA Analysis of Simultaneously Registered EEG-fMRI Data. The Annals of the BMVA (The British Machine Vision Association and Society for Pattern Recognition) 2015 (2), S. 1-15. Volltext nicht vorhanden.

Tomé, A. M. , Schachtner, R., Vigneron, V., Puntonet, C. G. und Lang, E. W. (2015) A logistic non-negative matrix factorization approach to binary data sets. Multidimensional Systems and Signal Processing 26 (1), S. 125-143. Volltext nicht vorhanden.

Salas-Gonzalez, D. , Górriz, Juan M., Ramírez, Javier , Illán, Ignacio A. , Padilla, Pablo, Martínez-Murcia, Francisco J. und Lang, Elmar W. (2015) Building a FP-CIT SPECT Brain Template Using a Posterization Approach. Neuroinformatics 13 (4), S. 391-402. Volltext nicht vorhanden.

Al-Subari, Karema, Al-Baddai, Saad, Tomé, A. M. , Goldhacker, Markus , Faltermeier, Rupert und Lang, Elmar (2015) EMDLAB: A toolbox for analysis of single-trial {EEG} dynamics using empirical mode decomposition. Journal of Neuroscience Methods 253, 193 - 205. Volltext nicht vorhanden.

Gallego Jutglà, Esteve, Al-Baddai, Saad, Al-Subari, Karema, Tomé, A. M., Lang, Elmar und Solé-Casals, Jordi (2015) Face recognition by fast and stable bi-dimensional empirical mode decomposition. In: Loose, Harald, (ed.) BIOSIGNALS 2015 : proceedings of the International Conference on Bio-inspired Systems and Signal Processing ; Lisbon, Portugal, 12 - 15 January 2015. SciTePress: Science and Technology Publications, S. 385-391. ISBN 978-989-758-069-7. Volltext nicht vorhanden.

2014

Herold, Daniela (2014) Likelihood-free methods for tumor progression modeling. Dissertation, Universität Regensburg.

Schachtner, R., Poeppel, G., Tomé, A.M. und Lang, E.W. (2014) A Bayesian approach to the Lee–Seung update rules for NMF. Pattern Recognition Letters 45, S. 251-256. Volltext nicht vorhanden.

Schachtner, R., Po¨ppel, G., Tomé, A.M. , Puntonet, C.G. und Lang, E.W. (2014) A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection. Neurocomputing 138, S. 142-156. Volltext nicht vorhanden.

Al-Baddai, Saad, Al-Subari, Karema, Tomé, A. M. , Volberg, Gregor, Hanslmayr, Simon, Hammwöhner, Rainer und Lang, Elmar (2014) Bidimensional ensemble empirical mode decomposition of functional biomedical images taken during a contour integration task. Biomedical Signal Processing and Control 13, 218 - 236. Volltext nicht vorhanden.

Al-Baddai, Saad, Al-Subari, Karema, Tome, A. M., Volberg, Gregor und Lang, Elmar W. (2014) Combining EMD with ICA to analyze combined EEG-fMRI data. In: Medical Image Understanding and Analysis 2014. Proc. 18th conf. on Medical Image Understanding and Analysis, 9-11 July 2014, London. City University London, London, UK, S. 223-228. ISBN 9781901725513. Volltext nicht vorhanden.

Schön, T., Stetter, M., Tomé, A.M. , Puntonet, C.G. und Lang, E.W. (2014) Physarum Learner: A bio-inspired way of learning structure from data. Expert Systems with Applications 41 (11), S. 5353-5370. Volltext nicht vorhanden.

2013

Böhm, Matthias (2013) Mathematical modeling of human brain physiological data. Dissertation, Universität Regensburg.

Hoffmann, Sebastian, Shulter, Jamie, Lobbes, Marc, Burgeth, Bernhard und Meyer-Bäse, Anke (2013) Automated analysis of non-mass-enhancing lesions in breast MRI based on morphological, kinetic, and spatio-temporal moments and joint segmentation-motion compensation technique. EURASIP Journal on Advances in Signal Processing 2013, S. 172.

Salas-Gonzalez, Diego , Górriz, Juan M. , Ramírez, Javier , Illán, Ignacio A. und Lang, Elmar W. (2013) Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution. NeuroImage 65, S. 449-455. Volltext nicht vorhanden.

Böhm, Matthias, Faltermeier, Rupert, Brawanski, Alexander und Lang, Elmar W. (2013) Mathematical modeling of human brain physiological data. Physical Review E 88 (6). Volltext nicht vorhanden.

Salas-Gonzalez, D. , Górriz, J.M. , Ramírez, J. , Schloegl, M., Lang, E.W. und Ortiz, A. (2013) Parameterization of the distribution of white and grey matter in MRI using the -stable distribution. Computers in Biology and Medicine 43 (5), S. 559-567. Volltext nicht vorhanden.

Zeiler, Angela (2013) Weighted Sliding Empirical Mode Decomposition and its application to neuromonitoring data. Dissertation, Universität Regensburg.

2012

Lang, Elmar W., Tomé, A. M., Keck, Ingo R., Górriz-Sáez, J. M. und Puntonet, C. G. (2012) Brain Connectivity Analysis - A short survey. Computational Intelligence and Neuroscience (CIN).

Illán, Ignacio Alvarez, Górriz, Juan Manuel, Ramírez, Javier , Lang, Elmar W., Salas-Gonzalez, Diego und Puntonet, Carlos G. (2012) Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging. Artificial Intelligence in Medicine 56 (3), S. 191-198. Volltext nicht vorhanden.

Gutch, Harold W., Gruber, Peter, Yeredor, Arie und Theis, Fabian J. (2012) ICA over finite fields—Separability and algorithms. Signal Processing 92 (8), S. 1796-1808. Volltext nicht vorhanden.

Gallix, A., Górriz, J.M. , Ramírez, J. , Illán, I.A. und Lang, E.W. (2012) On the empirical mode decomposition applied to the analysis of brain SPECT images. Expert Systems with Applications 39 (18), S. 13451-13461. Volltext nicht vorhanden.

2011

Senninger, Dominik (2011) Analysis of electron diffraction patterns from carbon nanotubes with image processing to determine structural parameters. Dissertation, Universität Regensburg.

Meilinger, Manuel (2011) Metal artifact reduction and image processing of cone-beam computed tomography data for mobile C-arm CT devices. Dissertationsreihe der Fakultät für Physik der Universität Regensburg 20, Dissertation, Universität Regensburg.

Fischer, Volker (2011) Analysis of connectivity between local multi-variate patterns of functional MRI data. Dissertation, Universität Regensburg.

Blöchl, Florian (2011) Integrating machine learning approaches into network science: exemplary applications and novel algorithms. Dissertation, Universität Regensburg.

Górriz, J.M. , Segovia, F., Ramírez, J. , Lassl, A. und Salas-Gonzalez, D. (2011) GMM based SPECT image classification for the diagnosis of Alzheimer’s disease. Applied Soft Computing 11 (2), S. 2313-2325. Volltext nicht vorhanden.

Meilinger, Manuel, Schmidgunst, Christian, Schütz, Oliver und Lang, Elmar W. (2011) Metal artifact reduction in cone beam computed tomography using forward projected reconstruction information. Zeitschrift für Medizinische Physik 21 (3), S. 174-182. Volltext nicht vorhanden.

Stemme, Anja, Deco, Gustavo und Lang, Elmar W. (2011) Perceptual learning with perceptions. Cognitive Neurodynamics 5 (1), S. 31-43. Volltext nicht vorhanden.

Schachtner, R., Pöppel, G. und Lang, E.W. (2011) Towards unique solutions of non-negative matrix factorization problems by a determinant criterion. Digital Signal Processing 21 (4), S. 528-534. Volltext nicht vorhanden.

Teixeira, A.R. , Tomé, A.M. und Lang, E.W. (2011) Unsupervised feature extraction via kernel subspace techniques. Neurocomputing 74 (5), S. 820-830. Volltext nicht vorhanden.

2010

Schachtner, Reinhard (2010) Extensions of non-negative matrix factorization and their application to the analysis of wafer test data. Dissertation, Universität Regensburg.

Lutter, Dominik Ralph Lionel (2010) Towards the identification of regulatory networks using statistical and information theoretical methods on the mammalian transcriptome. Dissertation, Universität Regensburg.

Schachtner, Reinhard, Poppel, Gerhard und Lang, Elmar W (2010) A Nonnegative Blind Source Separation Model for Binary Test Data. IEEE Transactions on Circuits and Systems I: Regular Papers 57 (7), S. 1439-1448. Volltext nicht vorhanden.

Padilla, P., Górriz, J.M. , Ramírez, J. , Lang, E.W., Chaves, R., Segovia, F., López, M. , Salas-González, D. und Álvarez, I. (2010) Analysis of SPECT brain images for the diagnosis of Alzheimer's disease based on NMF for feature extraction. Neuroscience Letters 479 (3), S. 192-196. Volltext nicht vorhanden.

Malloni, Wilhelm M., De Sanctis, Silvia, Tomé, Ana M. , Lang, Elmar W., Munte, Claudia E., Neidig, Klaus Peter und Kalbitzer, Hans Robert (2010) Automated solvent artifact removal and base plane correction of multidimensional NMR protein spectra by AUREMOL-SSA. Journal of Biomolecular NMR 47 (2), S. 101-111. Volltext nicht vorhanden.

Górriz, J.M. , Ramírez, J. , Lang, E.W., Puntonet, C.G. und Turias, I. (2010) Improved likelihood ratio test based voice activity detector applied to speech recognition. Speech Communication 52 (7-8), S. 664-677. Volltext nicht vorhanden.

Lutter, Dominik , Marr, Carsten , Krumsiek, Jan, Lang, Elmar W und Theis, Fabian J (2010) Intronic microRNAs support their host genes by mediating synergistic and antagonistic regulatory effects. BMC Genomics 11 (1), S. 224. Volltext nicht vorhanden.

2009

Gruber, Peter, Gutch, Harold W. und Theis, Fabian J. (2009) Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. In: Adali, T., (ed.) Independent component analysis and signal separation, ICA 2009, Paraty, Brazil, March 15 - 18, 2009; proceedings. Lecture notes in computer science, 5441. Springer, Berlin, S. 259-266. ISBN 978-3-642-00598-5 (print), 978-3-642-00599-2 (e-book). Volltext nicht vorhanden.

Gruber, Peter, Meyer-Bäse, Anke, Foo, Simon und Theis, Fabian J. (2009) ICA, kernel methods and nonnegativity: New paradigms for dynamical component analysis of fMRI data. Engineering Applications of Artificial Intelligence 22 (4-5), S. 1111. Volltext nicht vorhanden.

2008

Schmidgunst, Christian (2008) Modell zur Konditionierung von Festkörperdetektoren für die 2D/3D-Röntgenbildgebung mit mobilen C-Bogensystemen. Dissertation, Universität Regensburg.

Theis, Fabian J. , Gruber, Peter, Keck, Ingo R. und Lang, Elmar (2008) A robust model for spatiotemporal dependencies. Neurocomputing 71 (10-12), S. 2209-2216. Volltext nicht vorhanden.

Lutter, Dominik , Ugocsai, Peter, Grandl, Margot, Orso, Evelyn, Theis, Fabian , Lang, Elmar W und Schmitz, Gerd (2008) Analyzing M-CSF dependent monocyte/macrophage differentiation: Expression modes and meta-modes derived from an independent component analysis. BMC Bioinformatics 9 (1). Volltext nicht vorhanden.

Teixera, A. R., Tomé, A. M., Böhm, M., Puntonet, Carlos G. und Lang, Elmar (2008) How to apply non-linear subspace techniques to univariate biomedical time series. IEEE transactions on instrumentation and measurement: IM, S. 1688-1697. Volltext nicht vorhanden.

Stadlthanner, Kurt, Theis, Fabian J. , Tomé, A. M., Puntonet, Carlos G. , Górriz, J. M. und Lang, Elmar (2008) Hybridizing sparse component analysis with genetic algorithms for microarray analysis. Neurocomputing 71 (10-12), S. 2356-2376. Volltext nicht vorhanden.

Górriz, J. M., Lang, Elmar , Ramírez, J. und Puntonet, Carlos G. (2008) Jointly gaussian pdf based likelihood ratio test for voice activity detection. IEEE transactions on audio, speech and language processing: T-ASL 16 (8), S. 1565-1578. Volltext nicht vorhanden.

Texeira, A. R. , Tomé, A. M. , Stadlthanner, K. und Lang, Elmar (2008) KPCA denoising and the pre-image problem revisited. Digital Signal Processing 18 (4), S. 568-580. Volltext nicht vorhanden.

Schachtner, R., Lutter, D. , Knollmüller, P., Tomé, A. M. , Theis, Fabian J. , Schmitz, G., Stetter, M., Gómez Vilda, P. und Lang, Elmar (2008) Knowledge-based gene expression classification via matrix factorization. Bioinformatics 24 (15), S. 1688-1697. Volltext nicht vorhanden.

Kohler, Christian, Keck, Ingo R., Gruber, Peter, Lie, Chuh-Hyoun, Specht, Karsten, Tomé, A. M. und Lang, Elmar (2008) Spatiotemporal group ICA applied to fMRI datasets. proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2008, S. 4652-4655. Volltext nicht vorhanden.

Górriz, J. M. , Ramírez, J. , Cruces-Álvarez, S., Erdogmus, D., Puntonet, C. G. und Lang, E. W. (2008) Speech enhancement in discontinuous transmission systems using the constrained-stability least-mean-squares algorithm. The Journal of the Acoustical Society of America 124 (6), S. 3669-3683. Volltext nicht vorhanden.

2007

Stadlthanner, Kurt (2007) Novel postprocessing methods to remove the water resonance from protein NMR spectra. Dissertation, Universität Regensburg.

Gruber, Peter, Kohler, Christian und Theis, Fabian J. (2007) A toolbox for model-free analysis of fmri data. In: Davies, Mike E. und James, Christopher J., (eds.) Independent Component Analysis and Signal Separation. 7th International Conference, ICA 2007, London, UK, September 9-12, 2007. Proceedings. Lecture notes in computer science, 4666. Springer, Berlin, S. 209-217. ISBN 978-3-540-74493-1 (Printausgabe), 978-3-540-74494-8 (e-book). Volltext nicht vorhanden.

Nassabay, S., Keck, I. R., Puntonet, Carlos G., Carrión, M. C. und Ruíz-Padillo, D. (2007) Análisis de componentes independientes (ica) como herramienta para la eliminacion de ruido gaussiano. In: 2. Conferéncia Ibérica de Sistemas e Tecnologias de Informaçao (CISTI 2007), 2007. Volltext nicht vorhanden.

Nassabay, S., Keck, I. R., Puntonet, Carlos G., Clemente, R. M. und Lang, Elmar (2007) Automatic detection of filters in images with gaussian noise using independent component analysis. In: Sandoval, F., (ed.) Computational and Ambient Intelligence. 9th International Work Conference on Artificial Neural Networks, IWANN 2007, San Sebastian, Spain, June 20 - 22, 2007 ; proceedings. Lecture notes in computer science, 4507. Springer, Berlin, S. 692-699. ISBN 978-3-540-73006-4 (Printausgabe), 978-3-540-73007-1(e-book). Volltext nicht vorhanden.

Schmidgunst, C., Ritter, D. und Lang, E. (2007) Calibration model of a dual gain flat panel detector for 2D and 3D x‐ray imaging. Medical Physics 34 (9), S. 3649-3664. Volltext nicht vorhanden.

Gruber, Peter, Stadlthanner, Kurt, Böhm, M., Theis, Fabian J., Tomé, A. M., Teixeira, A. R., Puntonet, Carlos G., Gorriz, J. M. und Lang, Elmar (2007) Denoising using local projective subspace methods. Neurocomputing 69 (13-15), S. 1485-1501. Volltext nicht vorhanden.

Tomé, A. M., Teixeira, A. R., Lang, Elmar und Martins da Silva, A. (2007) Greedy kernel PCA applied to single-channel EEG recordings. proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), S. 5441-5444. Volltext nicht vorhanden.

Gutch, Harold W. und Theis, Fabian J. (2007) Independent Subspace Analysis Is Unique, Given Irreducibility. In: Davies, Mike E. und James, Christopher J., (eds.) Independent Component Analysis and Signal Separation. 7th International Conference, ICA 2007, London, UK, September 9-12, 2007. Proceedings. Lecture notes in computer science, 4666. Springer, Berlin, S. 49-56. ISBN 978-3-540-74493-1 (Printausgabe), 978-3-540-74494-8 (e-book). Volltext nicht vorhanden.

Nassabay, S., Prieto, B., Keck, I. R., Puntonet, Carlos G. und Clemente, R. M. (2007) Independent components analysis as tool to eliminate the impulsive noise. In: Jornadas Internacionales de Ciencias y Tecnologías (JICT 2007), 2007. Volltext nicht vorhanden.

Meilinger, Manuel, Gruber, Peter, Schmidgunst, Christian, Schütz, Oliver und Lang, Elmar (2007) Maschinelle Lernverfahren zur adaptiven, anisotropen Rauschreduzierung in 3d - Datensätzen von Röntgentomographen. In: Fix, M. K. und Manser, P. und Mini, Roberto, (eds.) Dreiländertagung Medizin Physik. Volltext nicht vorhanden.

Nassabay, S., Keck, I. R., Puntonet, Carlos G., Clemente, R. M., Gorriz, J. M. und Inestrosa, J. P. (2007) Noisy image processing using the independent component analysis algorithm amuse. In: Proc. Third International Workshop on Artificial Neural Networks and Intelligent Information Processing (ANNIP-ICINCO). , S. 83-90. Volltext nicht vorhanden.

Nassabay, S., Keck, I. R., Prieto, B., Puntonet, Carlos G. und Clemente, R. M. (2007) Salt and pepper noise treatment using independent components analysis. In: IEEE International Symposium on Industrial Electronics (ISIE 2007). , S. 83-90. Volltext nicht vorhanden.

Georgiev, P., Pardalos, P., Theis, Fabian J., Cichocki, A. und Bakardjian, H. (2007) Sparse Component Analysis: a New Tool for Data Mining. In: Pardalos, P. und Boginski, V. und Vazacopoulos, A., (eds.) Data mining in biomedicine. Optimization and its applications, 7, Part I. Springer, New York, S. 91-116. ISBN 0-387-69318-1, 978-0-387-69318-7. Volltext nicht vorhanden.

2006

Böhm, Matthias, Stadlthanner, Kurt, Gruber, Peter, Theis, Fabian , Lang, Elmar W., Tomé, A. , Teixeira, A. , Gronwald, Wolfram und Kalbitzer, Hans-Robert (2006) On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation. IEEE Transactions on Biomedical Engineering 53 (5), S. 810-820. Volltext nicht vorhanden.

Lutter, D., Stadlthanner, K., Theis, Fabian J., Lang, Elmar, Tomé, A. M., Becker, B. und Vogt, T. (2006) Analyzing gene expression profiles with ICA. In: Ruggiero, C., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim. ISBN 0-88986-576-0. Volltext nicht vorhanden.

Teixeira, A.R. , Tomé, A.M. , Lang, E.W., Gruber, P. und Martins da Silva, A. (2006) Automatic removal of high-amplitude artefacts from single-channel electroencephalograms. Computer Methods and Programs in Biomedicine 83 (2), S. 125-138. Volltext nicht vorhanden.

Theis, Fabian J. und Meyer-Bäse, Anke (2006) Biomedical signal analysis: contemporary methods and applications. MIT Press, Cambridge, Mass. ISBN 978-0-262-01328-4. Volltext nicht vorhanden.

Górriz, J. M., Ramírez, J., Turias, I., Puntonet, Carlos G., González, J. und Lang, Elmar (2006) C-Means Clustering Applied to Speech Discrimination. In: Alexandrov, Vassil N., (ed.) Computational science - ICCS 2006: 6th international conference, Reading, UK, May 28 - 31, 2006; Prodeedings, Part I. Lecture Notes in Computer Science, 3991. Springer, Berlin, S. 649-656. ISBN 978-3-540-34380-6 ; 978-3-540-34379-0. Volltext nicht vorhanden.

Kawanabe, M. und Theis, Fabian J. (2006) Estimating Non-Gaussian Subspaces by Characteristic Functions. In: Rosca, J., (ed.) Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006. Proceedings. Lecture notes in computer science, 3889. Springer, Berlin, S. 157-164. ISBN 3-540-32630-8 (print), 978-3-540-32630-4 (e-book). Volltext nicht vorhanden.

Texeira, A. R., Tomé, A. M., Lang, Elmar, Gruber, Peter und Martins da Silva, A. (2006) Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients. In: Ruggiero, C., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim, S. 270-275. ISBN 0-88986-576-0. Volltext nicht vorhanden.

Gruber, Peter und Theis, Fabian J. (2006) Grassmann clustering. In: (Proceedings of ) EUSIPCO 2006: 14th European Signal Processing Conference; September 4 - 8, Florence, Italy. CD-ROM. Piscataway, NJ. Volltext nicht vorhanden.

Górriz, J. M., Ramirez, J., Lang, Elmar und Puntonet, Carlos G. (2006) Hard C-means clustering for voice activity detection. Speech Communication 48 (12), S. 1638-1649. Volltext nicht vorhanden.

Górriz, J. M., Ramírez, J., Puntonet, Carlos G., Lang, Elmar und Stadlthanner, K. (2006) Independent Component Analysis Applied to Voice Activity Detection. In: Alexandrov, Vassil N., (ed.) Computational science - ICCS 2006: 6th international conference, Reading, UK, May 28 - 31, 2006; Prodeedings, Part I. Lecture Notes in Computer Science, 3991. Springer, Berlin, S. 234-241. ISBN 978-3-540-34380-6 ; 978-3-540-34379-0. Volltext nicht vorhanden.

Keck, I. R., Theis, Fabian J., Gruber, Peter, Lang, Elmar, Churan, J. und Puntonet, Carlos G. (2006) Model-free Region Of Interest Based Analysis of fMRI Data. In: IEEE Mediterranean Electrotechnical Conference, 2006, MELECON 2006: 16 - 19 May 2006, Torremolinos, Malaga, Spain. IEEE Operations Center, Piscataway, NJ, S. 478-481. ISBN 1-424-40087-2. Volltext nicht vorhanden.

Squartini, S. und Theis, Fabian J. (2006) New Riemannian metrics for speeding-up the convergence of over- and underdetermined ICA. In: Proceedings / IEEE International Symposium on Circuits and Systems, ISCAS 2006, May 21 - 24, 2006 ,Kos, Greece. IEEE Service Center, Piscataway, NJ. ISBN 0-7803-9389-9. Volltext nicht vorhanden.

Gorriz, J. M., Ramirez, J., Segura, J. C., Puntonet, Carlos G., Gonzalez, C. G. und Lang, Elmar (2006) Noise Subspace Fuzzy C-Means Clustering for Robust Speech Recognition. In: Gavrilova, Marina, (ed.) Computational Science and Its Applications - ICCSA 2006, international conference, Glasgow, May 8 - 11, 2006; proceedings,. Part V. Lecture notes in computer science, 3984. Springer, Berlin, S. 772-779. ISBN 978-3-540-34080-5 (e-book), 978-3-540-34079-9 (print). Volltext nicht vorhanden.

Theis, Fabian J. und Inouye, Y. (2006) On the use of joint diagonalization in blind signal processing. In: Proceedings / IEEE International Symposium on Circuits and Systems, ISCAS 2006, May 21 - 24, 2006 ,Kos, Greece. IEEE Service Center, Piscataway, NJ. ISBN 0-7803-9389-9. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Cichocki, A. (2006) Optimization Algorithms for Sparse Representations and Applications. In: Hager, William W., (ed.) Multiscale Optimization Methods and Applications. Nonconvex Optimization and Its Applications, 82. Springer, New York, NY, S. 85-99. ISBN 978-0-387-29550-3 (e-book), 978-0-387-29549-7 (Print). Volltext nicht vorhanden.

Górriz, J. M., Puntonet, Carlos G., Rojas, F., Martin, R., Hornillo, S. und Lang, Elmar (2006) Optimizing blind source separation with guided genetic algorithms. Neurocomputing 69 (13-15), S. 1442-1457. Volltext nicht vorhanden.

Keck, I. R., Churan, J., Theis, Fabian J., Gruber, Peter, Lang, Elmar und Puntonet, Carlos G. (2006) Region of interest based independent component analysis. In: King, Irwin, (ed.) Neural Information Processing: ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I. Lecture Notes in Computer Science, 4232. Springer, Berlin, S. 1048-1057. ISBN 978-3-540-46479-2 (e-book), 978-3-540-46480-8 (print). Volltext nicht vorhanden.

Stadlthanner, Kurt, Tomé, A. M. , Theis, Fabian , Lang, Elmar, Gronwald, Wolfram und Kalbitzer, Hans-Robert (2006) Separation of water artefacts in 2D NOESY protein spectra using congruent matrix pencils. Neurocomputing 69 (4-6), S. 497-522. Volltext nicht vorhanden.

Stadlthanner, K., Theis, Fabian J., Lang, Elmar, Tomé, A., Puntonet, C. G., Gomez-Vilda, P., Langmann, T. und Schmitz, G. (2006) Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets. In: Rosca, J., (ed.) Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006. Proceedings. Lecture notes in computer science, 3889. Springer, Berlin, S. 254-261. ISBN 3-540-32630-8 (print), 978-3-540-32630-4 (e-book). Volltext nicht vorhanden.

Theis, Fabian J. und Tanaka, T. (2006) Sparseness by Iterative Projections Onto Spheres. In: 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, 2006, ICASSP 2006 : 14 - 19 May 2006, Toulouse, France; proceedings. IEEE Operations Center, Piscataway, NJ, V-V. ISBN 1-424-40469-X. Volltext nicht vorhanden.

Meyer-Bäse, A., Thümmler, V. und Theis, Fabian J. (2006) Stability analysis of an unsupervised competitive neural network. In: International Joint Conference on Neural Networks, IJCNN '06 : 16 - 21 July 2006, Vancouver, BC, Canada, 16 - 21 July 2006; proceedings. IEEE Service Center, Piscataway, NJ. ISBN 0-7803-9490-9. Volltext nicht vorhanden.

Theis, Fabian J. und Kawanabe, M. (2006) Uniqueness of non-gaussian subspace analysis. In: Rosca, J., (ed.) Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006. Proceedings. Lecture notes in computer science, 3889. Springer, Berlin, S. 917-925. ISBN 3-540-32630-8 (print), 978-3-540-32630-4 (e-book). Volltext nicht vorhanden.

2005

Georgiev, P., Pardalos, P. und Theis, Fabian J. (2005) A bilinear algorithm for sparse representations. Computational optimization and applications. Volltext nicht vorhanden.

Theis, Fabian J. und Tanaka, T. (2005) A fast and efficient method for compressing fMRI data sets. In: Duch, Włodzisław, (ed.) Artificial neural networks: formal models and their applications - ICANN 2005: 15th international conference, Warsaw, Poland, September 11-15, 2005; proceedings. Lecture notes in computer science, 3697. Springer, Berlin, S. 769-777. ISBN 978-3-540-28752-0. Volltext nicht vorhanden.

Böhm, Matthias, Stadlthanner, Kurt, Lang, Elmar W., Tomé, A. M., Gruber, Peter, Teixeira, A. R., Theis, Fabian J. und Puntonet, C. G. (2005) A hybridization of simulated annealing and local PCA for automatic component assignment within ICA. In: Cabestany, Joan, (ed.) Computational intelligence and bioinspired systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Barcelona, Spain, June 8 - 10, 2005; proceedings. Lecture notes in computer science, 3512. Springer, Berlin, S. 1075-1082. ISBN 3-540-26208-3. Volltext nicht vorhanden.

Keck, I. R., Nassabay, S., Puntonet, C. G. und Lang, Elmar (2005) A new approach to clustering and object detection with independent component analysis. Lecture Notes in Computer Science 3562, S. 558-566. Volltext nicht vorhanden.

Theis, Fabian J., Gruber, Peter, Keck, I. R., Tomé, A. M. und Lang, Elmar (2005) A spatiotemporal second-order algorithm for fMRI data analysis. In: Fonseca, José, (ed.) Proc. 2nd Int. Conf. Comput. Intelligence Medicine Healthcare (CIMED), 29th June - 1st July 2005, Lisbon, Portugal. CD-rom. IEE Healthcare Technologies, Lisbon, S. 194-201. ISBN 0863415202, 9780863415203. Volltext nicht vorhanden.

Böhm, Matthias, Stadlthanner, Kurt, Lang, Elmar W., Theis, Fabian J., Gruber, Peter, Tomé, A. M., Teixeira, A. R. und Puntonet, C. G. (2005) An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005: July 31 - August 4, 2005, Montréal, Québec, Canada. IEEE Operations Center, Piscataway, NJ, S. 2463-2468. ISBN 0-7803-9048-2, 0-7803-9049-0. Volltext nicht vorhanden.

Meyer-Bäse, A., Gruber, Peter, Theis, Fabian J., Wismüller, A. und Ritter, H. (2005) Application of unsupervised clustering methods to biomedical image analysis. In: Proc. of Workshop on Self-Organizing Maps (WSOM); Paris, France, 2005. , S. 621-628. Volltext nicht vorhanden.

Böhm, Matthias, Stadlthanner, Kurt, Tomé, A. M., Gruber, Peter, Teixeira, A. R., Theis, Fabian J., Puntonet, C. G. und Lang, Elmar (2005) AutoAssign - an automated assignment tool for independent components. In: Marques, Jorge S., (ed.) Pattern recognition and image analysis: second Iberian Conference, IbPRIA 2005, Estoril, Portugal, June 7 - 9, 2005; proceedings. Part 2. Lecture notes in computer science, 3523. Springer, Berlin, S. 75-82. ISBN 3-540-26154-0. Volltext nicht vorhanden.

Keck, I. R., Theis, Fabian J., Gruber, Peter, Lang, Elmar, Specht, K., Fink, G., Tomé, A. M. und Puntonet, Carlos G. (2005) Automated clustering of ICA results for fMRI data analysis. In: Fonseca, José, (ed.) Proc. 2nd Int. Conf. Comput. Intelligence Medicine Healthcare (CIMED), 29th June - 1st July 2005, Lisbon, Portugal. CD-rom. IEE Healthcare Technologies, Lisbon. ISBN 0863415202, 9780863415203. Volltext nicht vorhanden.

Górriz, J. M., Ramírez, J., Puntonet, C. G., Theis, Fabian J. und Lang, Elmar (2005) Bispectrum-based statistical tests for VAD. In: Duch, Włodzisław, (ed.) Artificial neural networks: formal models and their applications - ICANN 2005: 15th international conference, Warsaw, Poland, September 11-15, 2005; proceedings. Lecture notes in computer science, 3697. Springer, Berlin, S. 541-546. ISBN 978-3-540-28752-0. Volltext nicht vorhanden.

Theis, Fabian J. (2005) Blind signal separation into groups of dependent signals using joint block diagonalization. In: Proceedings / IEEE International Symposium on Circuits and Systems, ISCAS 2005, 23-26 May 2005, Kobe, Japan. IEEE Service Center, Piscataway, NJ, S. 5878-5881. ISBN 0-7803-9389-9. Volltext nicht vorhanden.

Keck, I. R., Lang, Elmar, Nassabay, S. und Puntonet, C. G. (2005) Clustering of signals using incomplete independent component analysis. In: Cabestany, Joan, (ed.) Computational intelligence and bioinspired systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Barcelona, Spain, June 8 - 10, 2005; proceedings. Lecture notes in computer science, 3512. Springer, Berlin. ISBN 3-540-26208-3. Volltext nicht vorhanden.

Stadlthanner, Kurt, Theis, Fabian J., Puntonet, C. G. und Lang, Elmar (2005) Extended sparse nonnegative matrix factorization. In: Cabestany, Joan, (ed.) Computational intelligence and bioinspired systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Barcelona, Spain, June 8 - 10, 2005; proceedings. Lecture notes in computer science, 3512. Springer, Berlin, S. 249-256. ISBN 3-540-26208-3. Volltext nicht vorhanden.

Theis, Fabian J., Stadlthanner, K. und Tanaka, T. (2005) First results on uniqueness of sparse non-negative matrix factorization. In: 13. European Signal Processing Conference, EUSIPCO 2005; 4 - 8 September 2005, Antalya, Turkey; proceedings; conference CD. Volltext nicht vorhanden.

Theis, Fabian J., Gruber, Peter, Keck, I. R. und Lang, Elmar (2005) Functional MRI analysis by a novel spatiotemporal ICA algorithm. In: Duch, Włodzisław, (ed.) Artificial neural networks: Biological inspirations - ICANN 2005: 15th international conference, Warsaw, Poland, September 11-15, 2005; proceedings. Lecture notes in computer science, 3696. Springer, Berlin, S. 677-682. ISBN 978-3-540-28752-0. Volltext nicht vorhanden.

Theis, Fabian J. (2005) Gradients on matrix manifolds and their chain rule. Neural Information Processing LR 9 (1), S. 1-13. Volltext nicht vorhanden.

Stadlthanner, K., Theis, Fabian J., Lang, Elmar und Puntonet, Carlos G. (2005) Hybridizing sparse component analysis with genetic algorithms for blind source separation. In: Oliveira, José Luis, (ed.) Biological and medical data analysis: 6th international symposium, ISBMDA 2005, Aveiro, Portugal, November 10 - 11, 2005 ; proceedings. Lecture notes in computer science: Lecture notes in bioinformatics, 3745. Springer, Berlin, S. 137-148. ISBN 3-540-29674-3. Volltext nicht vorhanden.

Theis, Fabian J. (2005) Multidimensional independent component analysis using characteristic functions. In: 13. European Signal Processing Conference, EUSIPCO 2005; 4 - 8 September 2005, Antalya, Turkey; proceedings; conference CD. Volltext nicht vorhanden.

Theis, Fabian J., Hartl, D., Krauss-Etschmann, S. und Lang, Elmar (2005) Neural network signal analysis to detect diagnostic markers in pediatric lung diseases. Computers in medicine. Volltext nicht vorhanden.

Theis, Fabian J. und Gruber, P. (2005) On model identifiability in analytic postnonlinear ICA. Neurocomputing 64, S. 223-234. Volltext nicht vorhanden.

Texeira, A. R., Tomé, A. M., Lang, Elmar, Gruber, P. und Martins da Silva, A. (2005) On the use of clustering and local singular spectrum analysis to remove ocular artefacts from electroencephalograms. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005 : July 31 - August 4, 2005,Montréal, Québec, Canada. IEEE Operations Center, Piscataway, NJ, S. 2514-2519. ISBN 0-7803-9048-2, 0-7803-9049-0. Volltext nicht vorhanden.

Böhm, Matthias, Stadlthanner, Kurt, Tomé, A. M., Gruber, Peter, Teixeira, A. R., Theis, Fabian J., Puntonet, C. G. und Lang, Elmar (2005) On the use of simulated annealing to automatically assign independent components. In: Iberian Conf. Pattern Recognition Image Analysis (IbPRIA), 2005, Estoril, Portugal. Volltext nicht vorhanden.

Teixeira, A. R., Tomé, A. M., Lang, Elmar, Gruber, Peter und Martins da Silva, A. (2005) Removal of ocular artefacts from electroencephalograms using singular spectrum analysis. In: Fonseca, José, (ed.) Proc. 2nd Int. Conf. Comput. Intelligence Medicine Healthcare (CIMED), 29th June - 1st July 2005, Lisbon, Portugal. CD-rom. IEE Healthcare Technologies, Lisbon, S. 24-29. ISBN 0863415202, 9780863415203. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Cichocki, A. (2005) Sparse Component Analysis and Blind Source Separation of Underdetermined Mixtures. IEEE Transactions on Neural Networks 16 (4), S. 992-996. Volltext nicht vorhanden.

Theis, Fabian J., Gruber, Peter, Keck, I. R., Meyer-Bäse, A. und Lang, Elmar (2005) Spatiotemporal blind source separation using double-sided approximate joint diagonalization. In: 13. European Signal Processing Conference, EUSIPCO 2005; 4 - 8 September 2005, Antalya, Turkey; proceedings; conference CD. Volltext nicht vorhanden.

Keck, I. R., Lang, Elmar, Nassabay, S. und Puntonet, Carlos G. (2005) The influence of the number of signals on the clustering aspects of independent component analysis. In: 1. Simposio de Inteligencia Computacional SICO, Actas del Simposio de Inteligencia Computacional. Thomson, Madrid, S. 555-561. Volltext nicht vorhanden.

Tomé, A., Teixeira, A., Lang, Elmar, Stadlthanner, K., Rocha, A. und Almeida, R. (2005) dAMUSE - A new tool for denoising and BSS. Digital Signal Processing 15, S. 400-421. Volltext nicht vorhanden.

2004

Keck, I., Theis, Fabian J., Gruber, P., Lang, Elmar, Specht, K. und Puntonet, Carlos G. (2004) 3D Spatial Analysis of fMRI Data - a Comparison of ICA and GLM Analysis on a Word Perception Task. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, S. 2495-2500. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Keck, I. R., Theis, Fabian J., Gruber, Peter, Lang, Elmar, Specht, K. und Puntonet, Carlos G. (2004) 3D spatial analysis of fMRI data on a word perception task. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture Notes in Computer Science, 3195. Springer, Berlin, S. 977-984. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Georgiev, P., Pardalos, P., Theis, F. und Cichocki, A. (2004) A Bilinear Algorithm for Sparse Representations. Como, Italy. Volltext nicht vorhanden.

Theis, Fabian J. , Lang, Elmar und Puntonet, Carlos G. (2004) A Geometric Algorithm for Overcomplete Linear ICA. Neurocomputing 56, S. 381-398. Volltext nicht vorhanden.

Ziegaus, Ch. und Lang, Elmar (2004) A neural implementation of the JADE algorithm using higher-order neurons. Neurocomputing 56, S. 79-100. Volltext nicht vorhanden.

Theis, Fabian J. (2004) A new concept for separability problems in blind source separation. Neural Computation 16, S. 1827-1850. Volltext nicht vorhanden.

Theis, Fabian J., Kohl, Z., Kuhn, H., Stockmeier, H. und Lang, Elmar (2004) Automated counting of labelled cells in rodent brain section images. In: Tilg, B., (ed.) Proceedings of the Second IASTED International Conference on Biomedical Engineering: February 16 - 18, 2004, Innsbruck, Austria. Acta Press, Anaheim, S. 209-212. ISBN 0-88986-408-X. Volltext nicht vorhanden.

Gruber, Peter, Theis, Fabian J., Tomé, A. M. und Lang, Elmar (2004) Automatic Denoising using Local Independent Component Analysis. In: Fourth International ICSC Symposium on Engineering of Intelligent Systems, EIS 2004: University of Madeira, Funchal, Portugal, February 29 - March 2, 2004; proceedings. ICSC Interdisciplinary Research Canada, Millet, Alberta. ISBN 3-906454-35-5. Volltext nicht vorhanden.

Theis, Fabian J. und Puntonet, Carlos G. (2004) BSS-ICA basado en Métodos Geométricos (Monografía del Dpto. de Arquitectura y Tecnología de Computadores). Volltext nicht vorhanden.

Theis, Fabian J. (2004) Blind sensor characteristics estimation in a multi-sensor network applied to fMRI analysis. In: Palaniswami, M., (ed.) Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP, 2004: 14 - 17 Dec. 2004, Melbourne, Australia. IEEE Operations Center, Piscataway, NJ, S. 223-228. ISBN 0-7803-8894-1(elektron. Ausgabe). Volltext nicht vorhanden.

Theis, Fabian J., Georgiev, P. und Cichocki, A. (2004) Blind source recovery: algorithm comparison and fusion. In: Proceedings: Bayesian inference and maximum entropy methods in science and engineering (MaxEnt): 24th internat. workshop, Garching, Germany, 25 - 30 July 2004. AIP conference proceedings, 735. American Institute of Physics, Garching, Germany, S. 320-327. ISBN 0-7354-0217-5. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Cichocki, A. (2004) Blind source separation and sparse component analysis of overcomplete mixtures. In: Proceedings / 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, May 17 - 21, 2004, Montreal, Quebec, Canada. IEEE Operations Center, Piscataway, NJ, S. 493-496. ISBN 0-7803-8484-9. Volltext nicht vorhanden.

Georgiev, P. und Theis, F. (2004) Blind source separation of linear mixtures with singular matrices. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture Notes in Computer Science, 3195. Springer, Berlin, S. 121-128. Volltext nicht vorhanden.

Tomé, A., Teixeira, A., Lang, Elmar, Stadlthanner, K. und Almeida, R. (2004) Blind source separation using time-delayed signals. Proc. International Joint Conference on Neural Networks (IJCNN) CD. Volltext nicht vorhanden.

Stockmeier, H., Bäumler, W., Szeimies, R., Theis, Fabian J., Lang, Elmar und Puntonet, Carlos G. (2004) Classification of skin lesions by fluorscence diagnosis and independent component analysis. In: Proceedings of the 2nd IASTED International Conference on Biomedical Engineering: February 16 - 18, 2004, Innsbruck, Austria. Acta Press, Anaheim, S. 201-204. ISBN 0-88986-408-X. Volltext nicht vorhanden.

Meyer-Bäse, A., Theis, F., Lange, O. und Wismüller, A. (2004) Clustering of Dependent Components: A New Paradigm for fMRI Signal Detection. Budapest, Hungary, S. 1947-1952. Volltext nicht vorhanden.

Meyer-Bäse, A., Theis, Fabian J., Lange, O. und Wismüller, A. (2004) Clustering of independent components: A new paradigm for fMRI signal detection. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, S. 1947-1952. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Theis, Fabian J., Gruber, Peter, Puntonet, Carlos G. und Lang, Elmar (2004) Connecting geometric independent component analysis to unsupervised learning algorithms. In: Fourth International ICSC Symposium on Engineering of Intelligent Systems, EIS 2004: University of Madeira, Funchal, Portugal, February 29 - March 2, 2004; proceedings. ICSC Interdisciplinary Research Canada, Millet, Alberta. ISBN 3-906454-35-5. Volltext nicht vorhanden.

Teixeira, A., Tomé, A. M., Lang, Elmar und Stadlthanner, K. (2004) Delayed AMUSE - A tool for blind source separation and denoising. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture notes in computer science, 3195. Springer, S. 287-294. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Gruber, P., Theis, Fabian J., Stadlthanner, K., Lang, Elmar, Tomé, A. und Teixeira, A. (2004) Denoising using local ICA and Kernel-PCA. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, S. 2071-2076. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Gruber, P., Stadlthanner, K., Tomé, A., Teixeira, A., Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar (2004) Denoising using local ICA and a generalized eigendecomposition with time-delayed signals. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture Notes in Computer Science, 3195. Springer, Berlin, S. 993-1000. Volltext nicht vorhanden.

Gorriz, J. M., Puntonet, Carlos G. und Lang, Elmar (2004) Hybrid ICA - ANN model applied to volatile time series forecasting. Proc. Int. Conf. on Artificial Intelligence and Applications (AIA) 411, S. 815. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2004) Information-theoretic biomedical data analysis. In: Symposium Medizin und Physik, Regensburg, Germany. Volltext nicht vorhanden.

Stadlthanner, K., Lang, Elmar, Gruber, P., Theis, Fabian J., Tomé, A., Teixeira, A. und Puntonet, Carlos G. (2004) Kernel-PCA Denoising of Artifact-free Protein NMR Spectra. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, S. 1959-1964. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Alvarez, M., Rojas, F., Lang, Elmar W., Rojas, I., Puntonet, C. und Salmeron, M. (2004) Lattice ICA for the separation of speech signals. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, S. 337-342. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2004) Linearization identification and an application to BSS using a SOM. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, S. 205-210. ISBN 2-930307-04-8. Volltext nicht vorhanden.

Górriz, J. M., Puntonet, Carlos G., Martin-Clemente, R. und Lang, Elmar (2004) Meta-Heuristics hybridizing independent component analysis with genetic algorithms. In: Proceedings / ICECS 2004: the 11th IEEE International Conference on Electronics, Circuits and Systems; December 13-15, 2004, Tel Aviv, Israel. IEEE Operations Center, Piscataway, NJ, S. 523-526. ISBN 0-7803-8715-5. Volltext nicht vorhanden.

Krause, A., Hartl, D., Theis, Fabian J., Stangl, M., Gerauer, K. und Mehlhorn, A. (2004) Mobile decision support for transplantation patient data. International Journal of Medical Informatics 73, S. 461-464. Volltext nicht vorhanden.

Stetter, M. und Lang, Elmar (2004) Modeling Texture Constancy of Cortical Grating Cells. Neurocomputing 58-60, S. 835-841. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Cichocki, A. (2004) Optimization Algorithms for Sparse Representations and Applications. In: Proc. of Multiscale Optimization Methods. , Gainesville, Florida, USA. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2004) Postnonlinear Blind Source Separation via Linearization Identification. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, S. 2199-2204. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Theis, Fabian J. und Amari, S. (2004) Postnonlinear overcomplete blind source separation using sparse sources. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture Notes in Computer Science, 3195. Springer, Berlin, S. 718-725. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Theis, F. und Nakamura, W. (2004) Quadratic independent component analysis. IEICE transactions. E, English transactions. A, Fundamentals of electronics, communications and computer sciences E87-A (9), S. 2355-2363. Volltext nicht vorhanden.

Theis, Fabian J., Georgiev, P. und Cichocki, A. (2004) Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, S. 343-348. ISBN 2-930307-04-8. Volltext nicht vorhanden.

Theis, Fabian J., Meyer-Bäse, A. und Lang, Elmar (2004) Second-order blind source separation based on multi-dimensional autocovariances. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture Notes in Computer Science, 3195. Springer, Berlin, S. 726-733. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Theis, Fabian J. und Gruber, Peter (2004) Separability of analytic postnonlinear blind source separation with bounded sources. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, S. 217-222. ISBN 2-930307-04-8. Volltext nicht vorhanden.

Georgiev, P., Pardalos, P., Theis, Fabian J., Cichocki, A. und Bakardjian, H. (2004) Sparse Component Analysis: a New Tool for Data Mining. In: Proc. of Data Mining in Biomedicine. Kluwer, Netherlands. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Ralescu, A. (2004) Sparse Representation of Data and Support Vector Machines (in: Proceedings). In: Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), 2004, Perugia, Italy. Volltext nicht vorhanden.

Karvanen, J. und Theis, Fabian J. (2004) Spatial ICA of fMRI data in time windows. In: Proceedings: Bayesian inference and maximum entropy methods in science and engineering: 24th internat. workshop, Garching, Germany, 25 - 30 July 2004. AIP conference proceedings, 735. American Institute of Physics, Melville, NY, S. 312-319. ISBN 0-7354-0217-5. Volltext nicht vorhanden.

Gorriz, J. M., Puntonet, Carlos G. und Salmeron, M. (2004) Time Series Prediction using ICA Algorithms vs. Parallel Neural Networks. Proc. Artificial Intelligence and Applications (AIA) 411, S. 817. Volltext nicht vorhanden.

Meyer-Bäse, Anke, Theis, Fabian J., Lange, Oliver und Puntonet, Carlos G. (2004) Tree-dependent and topographic independent component analysis for fMRI analysis. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture Notes in Computer Science, 3195. Springer, Berlin, S. 782-789. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Meyer-Bäse, A., Theis, F., Lange, O. und Puntonet, C. (2004) Tree�dependent and topographic independent component analysis for fMRI analysis. Granada, Spain, S. 782-789. Volltext nicht vorhanden.

Theis, F. (2004) Uniqueness of real and complex linear independent component analysis revisited. In: Hlawatsch, Franz, (ed.) Proceedings / XII. European Signal Processing Conference, EUSIPCO 2004: September 6 - 10, 2004, Vienna, Austria. TU Wien, Wien, S. 1705-1708. ISBN 3-200-00148-8 (Buch), 3-200-00165-8 (CD-ROM). Volltext nicht vorhanden.

Theis, F., Kohl, Z., Guggenberger, C., Kuhn, H. G. und Lang, Elmar (2004) ZANE - an algorithm for counting labelled cells in section images. In: Hlawatsch, Franz, (ed.) Proceedings / XII. European Signal Processing Conference, EUSIPCO 2004: September 6 - 10, 2004, Vienna, Austria. TU Wien, Wien. ISBN 3-200-00148-8 (Buch), 3-200-00165-8 (CD-ROM). Volltext nicht vorhanden.

Theis, Fabian J., Kohl, Z., Guggenberger, C., Kuhn, H. G., Puntonet, Carlos G. und Lang, Elmar (2004) ZANE - an algorithm for counting labelled cells in section images. In: Advances in Medical Signal Information processing (MEDSIP), 2004, Malta. Volltext nicht vorhanden.

2003

Stadlthanner, K., Tomé, A., Theis, Fabian J. und Lang, Elmar (2003) A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artifacts from 2D NMR Spectra. In: Mira, José, (ed.) Artificial neural nets problem solving methods |7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, Maó, Menorca, Spain, June 3 - 6, 2003; proceedings, part II. Lecture Notes in Computer Science, 2687. Springer, Berlin, S. 575-582. ISBN 3-540-40211-X. Volltext nicht vorhanden.

Alvarez, M., Rojas, F., Puntonet, C., Ortega, J., Theis, F. und Lang, Elmar (2003) A Geometric ICA Procedure Based on a Lattice of the Observation Space. In: Amari, S., (ed.) Proceedings: Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, April 1 - 4, 2003, Nara, Japan (ICA ). Tokyo, S. 1101-1106. ISBN 4-9901531-1-1. Volltext nicht vorhanden.

Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar (2003) A Histogram-Based Overcomplete ICA Algorithm. In: Amari, S., (ed.) Proceedings / Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, April 1 - 4, 2003, Nara, Japan. Tokyo, S. 1071-1076. ISBN 4-9901531-1-1. Volltext nicht vorhanden.

Stadlthanner, K., Theis, Fabian J., Lang, Elmar, Tomé, A., Gronwald, W. und Kalbitzer, Hans Robert (2003) A matrix pencil approach to the blind source separation of artifacts in 2D NMR spectra. Neural Information Processing LR 1 (3), S. 103-110. Volltext nicht vorhanden.

Rodriguez-Alvarez, M., Rojas, F., Puntonet, Carlos G., Theis, Fabian J. und Lang, Elmar (2003) A new ICA method based on a lattice of the observation space. In: Proc. of Int. Conf. Information Fusion (IF), Cairns, Australia, 2003. , S. 1416-1421. Volltext nicht vorhanden.

Alvarez, M. R., Rojas, F., Puntonet, C. G., Ortega, J., Theis, Fabian J. und Lang, Elmar (2003) A new geometrical method of BSS on a lattice of the space of observations. Signal processing. Volltext nicht vorhanden.

Theis, Fabian J., Hartl, D., Krauss-Etschmann, S. und Lang, Elmar (2003) Adaptive Signal Analysis of Immunological Data. In: Proc. of Int. Conf. Information Fusion (IF), Cairns, Australia, 2003. , S. 1063-1069. Volltext nicht vorhanden.

Theis, Fabian J., Alvarez, M., Puntonet, C. und Lang, Elmar (2003) An Adaptive Approach to Blind Source Separation Using a Self-Organizing Map and a Neural Gas. In: Mira, José, (ed.) Artificial neural nets problem solving methods |7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, Maó, Menorca, Spain, June 3 - 6, 2003; proceedings, part II. Lecture notes in computer science, 2687. Springer, Berlin, S. 695-702. ISBN 3-540-40211-X. Volltext nicht vorhanden.

Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar (2003) An Improved Geometric Overcomplete Blind Source Separation Algorithm. In: Mira, José, (ed.) Artificial neural nets problem solving methods |7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, Maó, Menorca, Spain, June 3 - 6, 2003; proceedings, part II. Lecture Notes in Computer Science, 2687. Springer, Berlin, S. 265-272. ISBN 3-540-40211-X. Volltext nicht vorhanden.

Tomé, A. M. und Lang, Elmar (2003) Approximate Diagonalization Approach to Blind Source Separation with a Subset of Matrices. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, S. 105-109. ISBN 0-7803-7946-2. Volltext nicht vorhanden.

Stadlthanner, K., Tomé, A., Theis, Fabian J., Gronwald, W., Kalbitzer, Hans Robert und Lang, Elmar (2003) Blind Source Separation of Water Artefacts in NMR Spectra using a Matrix Pencil. In: Amari, S., (ed.) Proceedings / Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, April 1 - 4, 2003, Nara, Japan. Tokyo, S. 167-172. ISBN 4-9901531-1-1. Volltext nicht vorhanden.

Theis, Fabian J., Hartl, D., Krauss-Etschmann, S. und Lang, Elmar (2003) Classification of immunological data using independent component analysis and neural networks. In: Hamza, M. H., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim. ISBN 0-88986-353-9. Volltext nicht vorhanden.

Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar (2003) Generalizing Geometric ICA to Nonlinear Settings. In: Mira, José, (ed.) Artificial neural nets problem solving methods |7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, Maó, Menorca, Spain, June 3 - 6, 2003; proceedings, part II. Lecture Notes in Computer Science, 2687. Springer, Berlin, S. 687-694. ISBN 3-540-40211-X. Volltext nicht vorhanden.

Theis, Fabian J. (2003) Geometric source separation: algorithms and applications. Berichte aus der Medizinischen Informatik und Bioinformatik. Shaker, Aachen. ISBN 3-8322-2388-6. Volltext nicht vorhanden.

Theis, Fabian J., Jung, Andreas, Puntonet, Carlos G. und Lang, Elmar W. (2003) Linear Geometric ICA: Fundamentals and Algorithms. Neural Computation 15, S. 419-439. Zugang zum Volltext eingeschränkt.

Theis, Fabian J. , Jung, Andreas, Puntonet, Carlos G. und Lang, Elmar W. (2003) Linear Geometric ICA: Fundamentals and Algorithms. Neural Computation 15 (2), S. 419-439. Volltext nicht vorhanden.

Bauer, Christoph, Theis, F., Baeumler, W. und Lang, Elmar W. (2003) Local Features in Biomedical Image Clusters extracted with Independent Component Analysis. In: Proceedings of the International Joint Conference on Neural Networks 2003, IJCNN 2003, Portland, Oregon, July 20 - 24, 2003. IEEE Service Center, Piscataway, NJ, S. 81-84. ISBN 0-7803-7898-9, 0-7803-7899-7. Volltext nicht vorhanden.

Theis, Fabian J. (2003) Mathematics in Independent Component Analysis. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, S. 609-610. ISBN 0-7803-7946-2. Volltext nicht vorhanden.

Theis, Fabian J., Hartl, D., Krauss-Etschmann, S. und Lang, Elmar (2003) Neural Network Signal Analysis in Immunology. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, S. 235-238. ISBN 0-7803-7946-2. Volltext nicht vorhanden.

Rodriguez-Alvarez, M., Rojas, F., Puntonet, Carlos G., Theis, Fabian J., Lang, Elmar und Clemente, R. (2003) New Geometric ICA Approach for Blind Source Separation. In: Intelligent systems design and applications, ISDA 2003, Tulsa, Okla., 2003.08.10-13. Advances in soft computing. Springer, Berlin, S. 293-302. ISBN 3-540-40426-0. Volltext nicht vorhanden.

Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar (2003) Nonlinear Geometric ICA. In: Amari, S., (ed.) Proceedings / Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, April 1 - 4, 2003, Nara, Japan. Tokyo, S. 275-280. ISBN 4-9901531-1-1. Volltext nicht vorhanden.

Stadlthanner, K., Tomé, A., Theis, Fabian J., Gronwald, W., Kalbitzer, Hans Robert und Lang, Elmar (2003) On the use of independent component analysis to remove water artefacts of 2D NMR protein spectra. In: 7th Portuguese Conf. Biomed. Engineering (bioeng 2003). Volltext nicht vorhanden.

Krause, A., Mehlhorn, A., Hartl, D., Theis, Fabian J., Riedl, V., Preis, S., Feike, K., Greiner, L., Heiss, K., Gerauer, K. und Stangl, M. (2003) PDA-based decision support and documentation for transplantation surgery data. In: Mobiles Computing in der Medizin (MoCoMed); Proceedings. Lecture Notes in Informatics, 24. GI-Edition, S. 47-51. Volltext nicht vorhanden.

Stadlthanner, K., Tomé, A. M., Theis, Fabian J., Gronwald, W., Kalbitzer, Hans Robert und Lang, Elmar (2003) Removing Water Artefacts from 2D Protein NMR Spectra using GEVD with Congruent Matrix Pencils. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, S. 85-88. ISBN 0-7803-7946-2. Volltext nicht vorhanden.

Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar (2003) SOMICA - An Application of Self-Organizing Maps to Geometric Independent Component Analysis. In: Proceedings of the International Joint Conference on Neural Networks 2003, IJCNN 2003, Portland, Oregon, July 20 - 24, 2003. IEEE Service Center, Piscataway, NJ, S. 1318-1323. ISBN 0-7803-7898-9, 0-7803-7899-7. Volltext nicht vorhanden.

Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar (2003) SOMICA and Geometric ICA. In: Proc. of Int. Conf. Information Fusion (IF), Cairns, Australia, 2003. , S. 1457-1464. Volltext nicht vorhanden.

Gorriz, J. M., Puntonet, Carlos G., Salmeron, M. und Lang, Elmar (2003) Time Series Prediction Using ICA Algorithms. Computing 2, S. 69-75. Volltext nicht vorhanden.

2002

Schels, Armin (2002) Neuronale Netzwerkmodelle zur Analyse hochdimensionaler, multisensorischer Datensätze prozessierter Si-Wafer. Dissertation, Universität Regensburg.

Theis, Fabian J., Lang, Elmar, Lautenschlager, M. und Puntonet, Carlos G. (2002) A Theoretical Framework for Overcomplete Geometric BMMR. In: Younan, N., (ed.) Signal and image processing: proceedings of the fourth IASTED international conference (SIP); August 12 - 14, 2002, Kaua'i, Hawaii, USA. Acta Press, Anaheim, S. 201-206. ISBN 0-88986-340-7. Volltext nicht vorhanden.

Theis, Fabian J., Bauer, Christoph und Lang, Elmar (2002) Comparison of maximum entropy and minimal mutual information in a nonlinear setting. Signal Processing 82, S. 971-980. Volltext nicht vorhanden.

Theis, Fabian J. , Bauer, Ch. und Lang, Elmar W. (2002) Comparison of maximum entropy and minimal mutual information in a nonlinear setting. Signal Processing 82 (7), S. 971-980. Volltext nicht vorhanden.

Ackermann, G., Hartmann, M., Scherer, K., Lang, Elmar, Hohenleutner, U., Landthaler, M. und Baeumler, W. (2002) Correlations Between Light Penetration into Skin and the Therapeutic Outcome Following Laser Therapy of Port-wine Stains. Lasers in Medical Science 17, S. 70-78. Volltext nicht vorhanden.

Ackermann, G., Hartmann, M., Scherer, K., Lang, E.W., Hohenleutner, U., Landthaler, M. und Bäumler, W. (2002) Correlations Between Light Penetration into Skin and the Therapeutic Outcome Following Laser Therapy of Port-wine Stains. Lasers in Medical Science 17 (2), S. 70-78. Volltext nicht vorhanden.

Theis, Fabian J., Lang, Elmar, Rojas, F. und Puntonet, Carlos G. (2002) Extending Geometric ICA to Overcomplete and High-Dimensional BSS-Problems. In: Hamza, M. H., (ed.) Signal processing, pattern recognition, and application: proceedings of the IASTED international conference (SPPRA); June 25 - 28, 2002, Crete, Greece. Acta Press, Anaheim, S. 309-314. ISBN 0-88986-338-5. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2002) Formalization of the Two-Step Approach to Overcomplete BSS. In: Younan, N., (ed.) Signal and image processing: proceedings of the fourth IASTED international conference (SIP); August 12 - 14, 2002, Kaua'i, Hawaii, USA. Acta Press, Anaheim, S. 207-212. ISBN 0-88986-340-7. Volltext nicht vorhanden.

Theis, F. (2002) Geometric ICA in overcomplete and high-dimensional settings. Windberg, Germany, S. 1-13. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2002) Geometric Overcomplete ICA. In: Verleysen, Michel, (ed.) Proceedings / 10th European Symposium on Artificial Neural Networks, ESANN'2002: Bruges, Belgium, April 24 - 25 - 26, 2002. d-side, Evere, Belgium, S. 217-223. ISBN 2-930307-02-1. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2002) How to generalize Geometric ICA to higher dimensions. In: Verleysen, Michel, (ed.) Proceedings / 10th European Symposium on Artificial Neural Networks, ESANN'2002: Bruges, Belgium, April 24 - 25 - 26, 2002. d-side, Evere, Belgium, S. 205-211. ISBN 2-930307-02-1. Volltext nicht vorhanden.

Bauer, Ch. und Lang, Elmar (2002) ICA - ein modernes statistisches Verfahren zur Signal- und Datenanalyse. Bioforum 3, S. 106-108. Volltext nicht vorhanden.

Theis, F. (2002) Mathematics in Independent Component Analysis. Volltext nicht vorhanden.

Krause, A., Mehlhorn, A., Hartl, D., Theis, Fabian J., Riedl, V., Preis, S., Feike, K., Greiner, L., Heiss, K., Gerauer, K. und Stangl, M. (2002) Mobile application for transplantation surgery data. In: Medica 2002, Bayern Innovativ - Poster Session. Volltext nicht vorhanden.

Schels, A., Leim, D. und Lang, Elmar (2002) Neural network models for error classification and manufacturing yield forecast. In: Proc. of Int. Conf. Modelling and Analysis of Semiconductor Manufacturing (MASM), Tempe, Arizona, 2002. , S. 296-301. Volltext nicht vorhanden.

Theis, Fabian J., Lang, Elmar, Westenhuber, Tobias und Puntonet, Carlos G. (2002) Overcomplete ICA with a Geometric Algorithm. In: Dorronsoro, José R., (ed.) Lecture Notes in Computer Science. Springer, Berlin, S. 1049-1054. ISBN 3-540-44074-7. Volltext nicht vorhanden.

Puntonet, Carlos G., Rojas, F., Ortega, J., Westenhuber, T. und Lang, Elmar (2002) Solving nonlinear source separation with geometric algorithms, in: Proceedings. In: Portuguese Conf. on Pattern Recognition (RECPAD), 2002. Volltext nicht vorhanden.

2001

Ackermann, Günther (2001) Photophysikalische Grundlagen zur Fluoreszenzdiagnostik von Tumoren der Haut. Dissertation, Universität Regensburg.

Ziegaus, Christian und Lang, Elmar (2001) A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images. In: Bio-Inspired Applications of Connectionism. 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13–15, 2001. Proceedings, Part II. Lecture notes in computer science, 2085. Springer, Berlin, S. 295-302. ISBN 3-540-42237-4 (print und e-book). Volltext nicht vorhanden.

Theis, F. (2001) A Geometric Algorithm for Overcomplete Linear ICA. Windberg, Germany, S. 67-76. Volltext nicht vorhanden.

Theis, Fabian J., Jung, Andreas, Lang, Elmar W. und Puntonet, Carlos G. (2001) A Theoretic Model for Linear Geometric ICA. ICA 2001 Proceedings. Volltext nicht vorhanden.

Habl, M., Bauer, Ch. und Lang, Elmar W. (2001) Analyzing biomedical signals with probabilistic ICA and kernel-based source density estimation. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, S. 219-255. ISBN 3-906454-25-8. Volltext nicht vorhanden.

Bauer, Ch., Puntonet, C. G., Alvarez, M. R. und Lang, Elmar W. (2001) Analyzing brain tumor related EEG signals using adaptive geometric ICA algorithms. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, S. 181-185. ISBN 3-906454-25-8. Volltext nicht vorhanden.

Mies, Ch., Bauer, Ch., Ackermann, G., Bäumler, W., Abels, C., Puntonet, C. G., Alvarez, M. R. und Lang, Elmar (2001) Can ICA Help Classify Skin Cancer and Benign Lesions? In: Mira, José, (ed.) Bio-inspired applications of connectionism. Proceedings / 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13 - 15, 2001. Part 2. Lecture notes in computer science, 2085. Springer, Berlin, S. 328-335. ISBN 3-540-42237-4 (print und e-book). Volltext nicht vorhanden.

Jung, Andreas, Theis, Fabian J., Puntonet, Carlos G. und Lang, Elmar W. (2001) FastGeo - A Histogram Based Approach to Linear Geometric ICA. In: Lee, Te-Won, (ed.) 3rd International Conference on Independent Component Analysis and Signal Separation (ICA 2001) : San Diego, California, December 9 - 13, 2001. Proceedings. , S. 349-354. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2001) Maximum Entropy and Minimal Mutual Information in a Nonlinear Model. In: 3rd International Conference on Independent Component Analysis and Signal Separation (ICA 2001) : San Diego, California, December 9 - 13, 2001. Proceedings. San Diego, USA, S. 669-674. Volltext nicht vorhanden.

Ziegaus, Ch. und Lang, Elmar W. (2001) Neural-JADE applied to natural and urban images. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, S. 226-233. ISBN 3-906454-25-8. Volltext nicht vorhanden.

Theis, F., Bauer, Christoph, Puntonet, C. und Lang, Elmar (2001) Pattern Repulsion Revisited. In: Proc. IWANN 2001. Lecture notes in computer science, 2085. Springer, Berlin, S. 778-786. Volltext nicht vorhanden.

Burger, Th. und Lang, Elmar (2001) Self-Organization of Local Cortical Circuits and Cortical Orientation Maps: A Nonlinear Hebbian Model of the Visual Cortex with Adaptive Lateral Couplings. Zeitschrift für Naturforschung C 56c, S. 464-478. Volltext nicht vorhanden.

Mies, Ch., Bauer, Ch., Lang, Elmar W., Ackermann, G. und Bäumler, W. (2001) Skin tumor classification using independent component analysis. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, S. 186-192. ISBN 3-906454-25-8. Volltext nicht vorhanden.

2000

Bauer, Ch., Burger, Th., Stetter, M. und Lang, Elmar (2000) A Neural Network Model for the Self-Organisation of Cortical Grating Cells. Zeitschrift für Naturforschung C 55c, S. 282-291. Volltext nicht vorhanden.

Puntonet, Carlos G., Bauer, Ch., Lang, Elmar, Alvarez, M. R. und Prieto, B. (2000) Adaptive-geometric methods: Application to the separation of EEG signals. In: Pajunen, Petteri und Karhunen, J., (eds.) Proceedings / ICA 2000, Second International Workshop on Independent Component Analysis and Blind Signal Separation: Helsinki, Finland, June 19 - 22, 2000. , S. 273-278. ISBN 951-22-5017-9. Volltext nicht vorhanden.

Bauer, Ch., Alvarez, M. R., Lang, Elmar W. und Puntonet, C. G. (2000) Analysis of EEG data using a geometric-based ICA algorithm. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35, S. 485. Volltext nicht vorhanden.

Habl, M., Bauer, Christoph, Ziegaus, Ch., Schulmeyer, F. und Lang, Elmar (2000) Analyzing brain tumor related EEG signals using a generalized overcomplete ICA algorithm. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35. Volltext nicht vorhanden.

Bauer, Ch., Lang, Elmar, Puntonet, C. G. und Alvarez, M. R. (2000) Analyzing brain tumor related EEG signals using adaptive geometric ICA algorithms. In: Haghdy, Fazel und Kurfess, F., (eds.) Proc. of ISA/CI. ICSC Academic Press/Canada, S. 392-397. Volltext nicht vorhanden.

Habl, M., Bauer, Ch., Ziegaus, Ch. und Lang, Elmar (2000) Analyzing brain tumor related EEG signals with ICA algorithms. In: Malmgren, H., (ed.) Artificial neural networks in medicine and biology: proceedings of the ANNIMAB-1 conference, Göteborg, Sweden, 13 - 16 May 2000. Springer, London/Berlin, S. 131-136. ISBN 1-85233-289-1. Volltext nicht vorhanden.

Jäger, O., Ziegaus, Ch., Bauer, Ch. und Lang, Elmar (2000) Analyzing flowcytometric fluorescence signals with neural nets: Classification of fluorescence labeled blood cells with self-organizing neural nets. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35. Volltext nicht vorhanden.

Broll, H., Ziegaus, Ch., Bauer, Ch., Lang, Elmar und Wozny, M. (2000) Analyzing peptide maps with neural nets. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35. Volltext nicht vorhanden.

Habl, M., Bauer, Ch., Ziegaus, Ch., Lang, Elmar und Schulmeyer, F. (2000) Can ICA help identify brain tumor related EEG signals? In: Pajunen, Petteri und Karhunen, J., (eds.) Proceedings / ICA 2000, Second International Workshop on Independent Component Analysis and Blind Signal Separation: Helsinki, Finland, June 19 - 22, 2000. , S. 609-614. ISBN 951-22-5017-9. Volltext nicht vorhanden.

Ziegaus, Ch. und Lang, Elmar (2000) ICA natürlicher und zivilisatorischer Bilder basierend auf Kumulanten vierter Ordnung. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35. Volltext nicht vorhanden.

Habl, M., Bauer, Ch., Ziegaus, Ch., Lang, Elmar, Puntonet, Carlos G. und Schulmeyer, F. (2000) Isolating brain tumor related EEG signals: An ICA approach with kernel-based source density estimation. In: Fyfe, C., (ed.) Proceedings of the Second ICSC Symposium on Engineering of Intelligent Systems, EIS 2000: June 27 - 30, 2000, Paisley, Scotland, U.K. ICSC Canada, Wetaskiwin AB, Canada, S. 649-655. ISBN 3-906454-23-1. Volltext nicht vorhanden.

Ganslmeier, B., Schels, A. und Lang, Elmar W. (2000) PCA and ICA analysis of process control data obtained during si-wafer manufacturing. In: Hamza, M. H., (ed.) Signal processing and communications: proceedings of the IASTED international conference (SPC), September 19 - 22, 2000, Marbella, Spain. IASTED/Acta Press, Anaheim, S. 72-77. ISBN 0-88986-302-4. Volltext nicht vorhanden.

Bauer, Ch., Habl, M., Ziegaus, Ch., Lang, Elmar, Puntonet, C. G. und Schulmeyer, F. (2000) Probabilistic ICA with kernel-based source density estimation as a diagnostic aid to identify brain tumor related EEG signals. In: Haghdy, Fazel und Kurfess, F., (eds.) Proc. of ISA/CI. Vol. 2. ICSC Academic Press/Canada, S. 411-418. Volltext nicht vorhanden.

Bauer, Ch., Habl, M., Lang, Elmar, Puntonet, C. G. und Alvarez, M. R. (2000) Probabilistic and geometric ICA applied to the separation of EEG signals. In: Hamza, M. H., (ed.) Signal processing and communications: proceedings of the IASTED international conference, September 19 - 22, 2000, Marabella [i.e. Marbella], Spain. IASTED (The International Association of Science and Technology for Development), Anaheim, Calif., S. 339-346. ISBN 0-88986-302-4. Volltext nicht vorhanden.

Bauer, Ch., Puntonet, C. G., Alvarez, M. R. und Lang, Elmar W. (2000) Separation of brain tumor related EEG signals with geometric procedures. In: Fyfe, Colin, (ed.) Proceedings of the Second ICSC Symposium on Engineering of Intelligent Systems, EIS 2000: June 27 - 30, 2000, University of Paisley, Scotland, U.K. ICSC (International Computer Science Conventions) Canada, Wetaskiwin AB, Canada, S. 104-108. ISBN 3-906454-23-1. Volltext nicht vorhanden.

Puntonet, Carlos G., Alvarez, M. R., Bauer, Ch. und Lang, Elmar (2000) Simulated annealing and density estimation for the separation of sources. In: Hamza, M. H., (ed.) Signal processing and communications: proceedings of the IASTED international conference (SPC), September 19 - 22, 2000, Marbella, Spain. IASTED/Acta Press, Anaheim, S. 347-351. ISBN 0-88986-302-4. Volltext nicht vorhanden.

1999

Burger, Thomas und Lang, Elmar (1999) A network model for the emergence of orientation maps and local lateral circuits. In: Mira, José, (ed.) Foundations and tools for neural modeling. IWANN’99, Alicante, Spain, June 2–4, 1999. Proceedings, Volume I. Lecture notes in computer science, 1606. Springer, Berlin, S. 421-430. ISBN 3-540-66069-0. Volltext nicht vorhanden.

Bauer, Ch., Burger, T. und Lang, Elmar (1999) A neural network model for the self-organization of cortical grating cells. In: Elsner, Norbert und Eysel, Ulf, (eds.) From molecular neurobiology to clinical neuroscience (Proceedings of the 1st Göttingen conference of the German Neuroscience Society, vol. 1). Thieme, Stuttgart. ISBN 3-13-118411-6. Volltext nicht vorhanden.

Bauer, Ch., Burger, T. und Lang, Elmar (1999) A neural network model for the self-organization of cortical grating cells. In: Mira, José, (ed.) Foundations and tools for neural modeling. International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2 - 4, 1999. Proceedings. vol. Lecture notes in computer science, 1606. Springer, Berlin, S. 431-441. ISBN 3-540-66069-0. Volltext nicht vorhanden.

Burger, T. und Lang, Elmar (1999) An incremental Hebbian learning model of the primary visual cortex with lateral plasticity and real input patterns. Zeitschrift für Naturforschung. C, Journal of biosciences 54c (1-2), S. 128-140. Volltext nicht vorhanden.

Burger, T. und Lang, Elmar (1999) Emergence of orientation maps and local lateral circuits in the visual cortex: A new hebbian model with afferent and lateral plasticity. In: Elsner, Norbert und Eysel, Ulf, (eds.) From molecular neurobiology to clinical neuroscience (Proceedings of the 1st Göttingen conference of the German Neuroscience Society, vol. 1). Thieme, Stuttgart. ISBN 3-13-118411-6. Volltext nicht vorhanden.

Ziegaus, Christian und Lang, Elmar (1999) Independent component extraction of natural images based on fourth-order cumulants. In: Cardoso, J. F. und Jutten, Ch. und Loubation, Ph., (eds.) ICA '99: International Workshop on Independent Component Analysis and Signal Separation, Aussois, France, January 11 - 15, 1999. , S. 115-121. Volltext nicht vorhanden.

Ziegaus, Ch. und Lang, Elmar (1999) Localized, oriented, bandpass receptive fields from 4th order statistical properties of natural images. In: Elsner, Norbert und Eysel, Ulf, (eds.) From molecular neurobiology to clinical neuroscience (Proceedings of the 1st Göttingen conference of the German Neuroscience Society, vol. 2). Thieme, Stuttgart. ISBN 3-13-118411-6. Volltext nicht vorhanden.

Ziegaus, Christian und Lang, Elmar (1999) Neural implementation of the JADE-algorithm. In: Mira, José, (ed.) Engineering Applications of Bio-Inspired Artificial Neural Networks. IWANN’99, Alicante, Spain, June 2–4, 1999. Proceedings, Volume 2. Lecture notes in computer science, 1607. Springer, Berlin, S. 487-496. ISBN 3-540-66068-2 (print und e-book). Volltext nicht vorhanden.

1998

Brunner, K., Kussinger, M., Stetter, M. und Lang, Elmar (1998) A neural network model for the emergence of grating cells. Biological cybernetics 78 (5), S. 389-397. Volltext nicht vorhanden.

Bradl, S., Schätz, T., Liegl, B. und Lang, Elmar (1998) Multinuclear high pressure NMR investigations of undercooled aqueous solutions of hydrophobic ions. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 102, S. 41-57. Volltext nicht vorhanden.

Ackermann, G., Abels, C., Bäumler, W., Langer, S., Landthaler, M., Lang, Elmar W. und Szeimies, R. M. (1998) Simulations on the selectivity of 5-aminolaevulinic acid-induced fluorescence in vivo. Journal of photochemistry and photobiology. B, Biology 47 (2-3), S. 121-128. Volltext nicht vorhanden.

Ziegaus, Ch. und Lang, Elmar (1998) Statistical invariances in artificial, natural and urban images. Zeitschrift für Naturforschung A 53a, S. 1009-1021. Volltext nicht vorhanden.

Stetter, M., Lang, Elmar und Obermayer, K. (1998) Unspecific long-term potentiation can evoke functional segregation in a model of area 17. Neuroreport 9 (12), S. 2697-2702. Volltext nicht vorhanden.

1997

Burger, Thomas und Lang, Elmar (1997) A CBL network model with intracortical plasticity and natural image stimuli. In: Gerstner, Wulfram, (ed.) Artificial neural networks - ICANN '97: 7th international conference, Lausanne, Switzerland, October 8 - 10, 1997; proceedings. Lecture notes in computer science, 1327. Springer, Berlin, S. 225-230. ISBN 3-540-63631-5. Volltext nicht vorhanden.

Stetter, M., Obermayer, K. und Lang, Elmar (1997) A model for simultaneous ON-OFF and ocular dominance segregation in area 17 via synaptic clustering. In: Elsner, Norbert und Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart. Volltext nicht vorhanden.

Brunner, K., Kussinger, M., Stetter, M. und Lang, Elmar (1997) A neural network model for cortical grating cells. In: Elsner, Norbert und Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart. Volltext nicht vorhanden.

Ziegaus, Ch., Kussinger, M., Burger, T. und Lang, Elmar (1997) Coding schemes and statistics of images. In: Elsner, Norbert und Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart. Volltext nicht vorhanden.

Burger, T., Kussinger, M., Ziegaus, C. und Lang, Elmar (1997) Emergence of orientation maps in area 17 of the cerebral cortex: A correlation-based model with afferent and lateral plasticity of synaptical weights and real input patterns. In: Elsner, Norbert und Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart. Volltext nicht vorhanden.

Kussinger, M., Grünbauer, R., Stetter, M. und Lang, Elmar (1997) Prenatal development of feature maps with pure positive input activities. In: Elsner, Norbert und Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart. Volltext nicht vorhanden.

Ziegaus, Christian und Lang, Elmar (1997) Statistics of natural and urban images. In: Gerstner, Wulfram, (ed.) Artificial neural networks - ICANN '97: 7th international conference, Lausanne, Switzerland, October 8 - 10, 1997; proceedings. Lecture notes in computer science, 1327. Springer, Berlin, S. 219-224. ISBN 3-540-63631-5 (print und e-book). Volltext nicht vorhanden.

Stetter, M., Lang, Elmar und Obermayer, K. (1997) Synapse clustering can drive simultaneous ON-OFF and ocular dominance segregation in a model of area 17. In: Gerstner, Wulfram, (ed.) Artificial neural networks - ICANN '97: 7th international conference, Lausanne, Switzerland, October 8 - 10, 1997; proceedings. Lecture notes in computer science, 1327. Springer, Berlin, S. 189-194. ISBN 3-540-63631-5. Volltext nicht vorhanden.

1996

Liegl, B., Bradl, S., Schätz, T. und Lang, Elmar (1996) High pressure NMR relaxation study of the solute and solvent dynamics of undercooled aqueous tetraethylammonium bromide solutions. The Journal of Physical Chemistry: J. Phys. Chem. 100 (33), S. 897-904. Volltext nicht vorhanden.

1995

Kussinger, M., Lang, Elmar und Stetter, M. (1995) Prenatal development of feature maps with pure positive input activities. In: Elsner, Norbert und Menzel, R., (eds.) Learning and memory. Proceedings of the 23th Göttingen Neurobiology Conference 1995. vol. 1. Thieme, Stuttgart. ISBN 3-13-101881-X. Volltext nicht vorhanden.

Stetter, M., Schels, A. und Lang, Elmar (1995) Prenatal self-organization of orientation maps simulated in a neural network. In: Elsner, Norbert und Menzel, R., (eds.) Learning and memory. Proceedings of the 23th Göttingen Neurobiology Conference 1995. vol. 1. Thieme, Stuttgart. ISBN 3-13-101881-X. Volltext nicht vorhanden.

Stetter, M., Kussinger, M., Schels, A., Seeger, E. und Lang, Elmar (1995) Self-organization of cortical receptive fields and columnar structures in a hebb-trained neural network. In: Mira, José, (ed.) From natural to artificial neural computation; proceedings of the International Workshop on Artificial Neural Networks (IWANN '95), Malaga-Torremolinos, Spain, June 7 - 9. Lecture notes in computer science, 930. Springer, Berlin, S. 37-44. ISBN 3-540-59497-3; 0-387-59497-3 (print und e-book). Volltext nicht vorhanden.

1994

Bradl, S., Lang, Elmar W., Turner, J. Z. und Soper, A. K. (1994) NMR and neutron scattering investigation of undercooled aqueous solutions of apolar solutes. The Journal of Physical Chemistry: J. Phys. Chem. 98 (33), S. 8161-8168.

Stetter, M., Müller, A. und Lang, Elmar (1994) Neural network model for the coordinated formation of orientation preference and orientation selectivity maps. Physical review. E 50 (5), S. 4167-4181.

1993

Lüdemann, H.-D. und Lang, Elmar (1993) Density dependence of rotational and translational molecular dynamics in liquids studied by high pressure NMR. Progress in Nuclear Magnetic Resonance Spectroscopy 25 (6), S. 507-633.

Stetter, M., Lang, Elmar und Müller, A. (1993) Emergence of orientation selective simple cells simulated in deterministic and stochastic neural networks. Biological cybernetics 68 (5), S. 465-476.

Bradl, S. und Lang, Elmar W. (1993) Hydration water dynamics in undercooled aqueous solutions of hydrophobic ions. The Journal of Physical Chemistry: J. Phys. Chem. 97 (40), S. 10463-10471.

Knorr, R., Thi, Phung Hoang, Mehlstäubl, J., Hintermeyer-Hilpert, M., Lüdemann, H.-D., Lang, Elmar, Sextl, G., Rattay, W. und Böhrer, P. (1993) Lone-electron pair donor quality of the imino function: Increased front strain and electronic substituent effects on sterically accelerated nitrogen inversion in imino-cyclopentanes. Chemische Berichte 126 (1), S. 217-224.

1992

Radkowitsch, H. und Lang, Elmar (1992) Multinuclear spin-lattice relaxation time studies of undercooled aqueous potassium fluoride solutions under high pressure. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 96, S. 162-170.

Knorr, R., Ferchland, K., Mehlstäubl, J., Thi, Phung Hoang, Böhrer, P., Lüdemann, H.-D. und Lang, Elmar (1992) Synthesen und erhöhte Konfigurationslabilität von 2-Iminoindanderivaten mit Vorderseitenspannung. Chemische Berichte 125 (9), S. 2041-2049.

Kim, Keon, Choi, Young Sang, Yoon, Chang Ju und Lang, Elmar (1992) Temperature and pressure dependence of the nuclear magnetic relaxation rates of -NH2 group in thioacetamide/acetone solutions. Journal of the Korean Chemical Society 36 (1), S. 33-37.

1991

Lang, Elmar, Fink, W. und Radkowitsch, H. (1991) Multi-nuclear relaxation time studies in undercooled aqueous electrolytes. In: Dore, John C., (ed.) Hydrogen-bonded liquids: proceedings of the NATO Advanced Study Institute on Hydrogen-Bonded Liquids: Cargèse, Corsica, France, April 3 - 15, 1989. NATO ASI series: Series C, Mathematical and physical sciences, 329. Kluwer, Dordrecht, 393ff. ISBN 0-7923-1055-1. Volltext nicht vorhanden.

Lang, Elmar, Bradl, S., Kunz, W. und Turq, P. (1991) NMR relaxation studies on tetrapentylammonium ions in acetonitrile. The Journal of Physical Chemistry: J. Phys. Chem. 95, S. 10576.

Lang, Elmar und Lüdemann, H.-D. (1991) The properties of hydrogen bonded liquids studied by high pressure NMR. In: Dore, John C., (ed.) Hydrogen-bonded liquids: proceedings of the NATO Advanced Study Institute on Hydrogen-Bonded Liquids: Cargèse, Corsica, France, April 3 - 15, 1989. NATO ASI series: Series C, Mathematical and physical sciences, 329. Kluwer, Dordrecht, 333ff. ISBN 0-7923-1055-1. Volltext nicht vorhanden.

1990

Lang, Elmar W. und Lüdemann, Hans-Dietrich (1990) High pressure NMR studies on water and aqueous solutions. In: Jonas, J., (ed.) High pressure NMR. NMR: basic principles and progress, 24. Springer, S. 129-188. ISBN 3-540-52938-1, 0-387-52938-1. Volltext nicht vorhanden.

Lang, Elmar, Fink, W., Radkowitsch, H. und Girlich, D. (1990) Multi-nuclear relaxation time studies in undercooled aqueous electrolytes. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 94, S. 342-348.

Lang, Elmar, Bradl, S., Fink, W., Radkowitsch, H. und Girlich, D. (1990) Nuclear magnetic resonance studies of supercooled aqueous electrolyte solutions. Journal of Physics: Condensed Matter 2, Supplem, S. 195.

Lang, Elmar, Girlich, D., Lüdemann, Hans-Dietrich, Piculell, L. und Müller, D. (1990) Proton spin–lattice relaxation rate in supercooled H₂O and H₂¹⁷O under high pressure. The Journal of Chemical Physics = J. Chem. Phys. 93 (7), S. 4796-4803.

1989

Speedy, R. J., Prielmeier, F. X., Vardag, T., Lang, Elmar und Lüdemann, Hans-Dietrich (1989) Diffusion in simple fluids. Molecular physics: MP 66 (3), S. 577-590.

Lang, Elmar, Radkowitsch, H. und Fink, W. (1989) Multinuclear spin-lattice relaxation time studies of supercooled aqueoussalt solutions under high pressure. In: Novikov, N. V., (ed.) High pressure science and technology ; proceedings XI. AIRAPT International Conference [Kiev, USSR, 12 - 17 July 1987]. Naukova Dumka, Kiev. ISBN 5-12-001176-4 (Gesamt). Volltext nicht vorhanden.

1988

Fink, W., Radkowitsch, H. und Lang, Elmar (1988) Deuteron spin-lattice relaxation times in undercooled aqueous potassium- and cesium halide solutions. Zeitschrift für Naturforschung A 43a, S. 538-546.

Lang, Elmar und Prielmeier, F. X. (1988) Multinuclear spin-lattice relaxation time studies of supercooled aqueous licl-solutions. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 92, S. 717-724.

Fink, W. und Lang, Elmar (1988) Pressure, temperature, and composition dependence of deuterium spin-lattice relaxation times in under- cooled mgcl2/D20 solutions. The Journal of Physical Chemistry: J. Phys. Chem. 92, S. 6440.

Fink, W., Radkowitsch, H. und Lang, Elmar (1988) The p, T, c dependence of deuterium spin-lattice relaxation times in undercooled NaCl/D₂O and NaI/D₂O solutions. Chemical physics = Chem. Phys. 124 (2), S. 239-249.

Prielmeier, F. X., Lang, Elmar, Speedy, R. J. und Lüdemann, H.-D. (1988) The pressure dependence of self-diffusion in supercooled light and heavy water. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 92, S. 1111-1117.

1987

Prielmeier, F. X., Lang, Elmar, Speedy, R. J. und Lüdemann, H.-D. (1987) Diffusion in supercooled water to 300 MPa. Physical review letters 59 (10), S. 1128-1131.

Lang, Elmar, Prielmeier, F. X., Radkowitsch, H. und Lüdemann, Hans-Dietrich (1987) High pressure NMR study of the molecular dynamics of liquid fluoroform and deutero-fluoroform. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 91, S. 1025-1033.

Lang, Elmar, Prielmeier, F. X., Radkowitsch, H. und Lüdemann, Hans-Dietrich (1987) High pressure NMR study of the molecular dynamics of liquid methylfluoride and deutero-methylfluoride. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 91, S. 1017-1025.

1986

Radkowitsch, H., Prielmeier, F. X., Lang, Elmar und Lüdemann, H.-D. (1986) Density dependence of the molecular dynamics of fluid CH₃ F and CF₃ H studied by NMR. Physica B+C 139-140, S. 96-99.

Lang, Elmar und Picullell, L. (1986) New results of high-pressure NMR studies on supercooled water and aqueous electrolyte solutions. In: Neilson, G. W. und Enderby, J. E., (eds.) Water and aqueous solutions: proceedings of the37th Symposium of the Colston Research Society, held in the University of Bristol in April 1985. Colston papers, 37. Hilger, Bristol. ISBN 0-85274-576-1.

Lang, Elmar (1986) Physical-chemical limits for the stability of biomolecules. Advances in space research: including COSPAR information bulletin 6 (12), S. 251-255. Volltext nicht vorhanden.

1985

Lang, Elmar und Lüdemann, H.-D. (1985) p,T,c-dependence of 2H spin-lattice-relaxation rates in supercooled licl-D20 solutions. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 89, S. 508-516.

1984

Lüdemann, Hans-Dietrich und Lang, Elmar (1984) Dynamics of pressurized and supercooled water and aqueous solutions studied by NMR. Journal de physique : Supplement. Colloque 45, C7/41-C7/48. Volltext nicht vorhanden.

Lang, Elmar, Piculell, L. und Lüdemann, Hans-Dietrich (1984) Nuclear magnetic relaxation rate dispersion in supercooled heavy water under high pressure. The Journal of Chemical Physics : J. Chem. Phys. 81 (9), S. 3820-3827.

Woznyj, M., Lang, Elmar und Lüdemann, Hans-Dietrich (1984) Pressure dependence of the hydrophobic effect. A NMR study in the system T-butanol/D20. Journal de physique : Supplement. Colloque 45, C7/179-C7/183. Volltext nicht vorhanden.

Prielmeier, F. X., Lang, Elmar und Lüdemann, Hans-Dietrich (1984) Pressure dependence of the self-diffusion in liquid trifluoromethane. Molecular physics : MP 52 (5), S. 1105-1113.

Lang, Elmar, Fink, W. und Lüdemann, H.-D. (1984) The p,T,c-dependence of deuterium spin-lattice relaxation rates in supercooled licl-, nacl- and mgcl2-D20 solutions. Journal de physique : Supplement. Colloque 45, C7/173-C7/177. Volltext nicht vorhanden.

1982

Lang, Elmar und Lüdemann, Hans-Dietrich (1982) Anomalien des flüssigen Wassers. Angewandte Chemie 94 (5), S. 351-365.

Lang, Elmar und Lüdemann, H.-D. (1982) O-17 and proton spin-lattice relaxation time studies in supercooled H20 and D20 enriched with O-17. In: Franks, Felix, (ed.) Biophysics of water: proc. of a working conference, held at Girton College, Cambridge, June 29 - July 3, 1981. Wiley, Chichester, S. 246-248. ISBN 0-471-10229-6.

1981

Hauer, J., Lang, Elmar und Lüdemann, H.-D. (1981) High pressure HRNMR: The p- and T-dependence of the hindered motions of the amide group in a series of naphthoic acid- and benzamides. In: Backman, C.-M. und Johannisson, T. und Tegner, L., (eds.) High pressure in research and industry: 8. AIRAPT Conference, 19. EHPRG Conference, 17-22 Aug. 1981, Uppsala ; proceedings. Vol. 2. , S. 680-683.

Lang, Elmar und Lüdemann, H.-D. (1981) High pressure O-17 longitudinal relaxation time studies in supercooled H20 and D20. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 85, S. 603-611.

Lang, Elmar und Lüdemann, H.-D. (1981) High pressure spin-lattice-relaxation time studies in supercooled H20 and D20 enriched with O-17. In: Backman, C.-M. und Johannisson, T. und Tegner, L., (eds.) High pressure in research and industry: 8. AIRAPT Conference, 19. EHPRG Conference, 17-22 Aug. 1981, Uppsala ; proceedings. Vol. 1. , S. 298-301.

Hauer, J., Lang, Elmar und Lüdemann, Hans-Dietrich (1981) Pressure and temperature dependence of the longitudinal proton and deuteron relaxation rates in liquid H₂S and D₂S. Chemical physics 62 (1-2), S. 195-205.

Lang, Elmar und Lüdemann, H.-D. (1981) Sauerstoff-17 Spin-Gitter-Relaxationszeiten T1 im unterkühlten leichten und schweren Wasser und Protonen T1-Messungen im leichten, mit O-17 angereicherten Wasser. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 85, S. 1016-1017.

1980

Hauer, J., Völkel, G., Lang, Elmar und Lüdemann, H.-D. (1980) High pressure high resolution NMR: Pressure dependence of the hindered rotation of the amide group in higher amides. In: Vodar, Boris und Marteau, Ph., (eds.) High pressure science and technology. Vol. 2: Molecular and chemical physics, chemistry, biological effects, Geo and planetary sciences, new resources, dynamic pressures, high pressure safety. Pergamon Press, Oxford, S. 794-796. ISBN 0-08-024774-1.

Lang, Elmar und Lüdemann, Hans-Dietrich (1980) High pressure studies on the mobility of supercooled water: Deuterium longitudinal relaxation time studies on D20. In: Straub, J. und Grigull, U., (eds.) Water and steam : their properties and current industrial applications ; proceedings of the 9th International Conference on Properties of Steam, held at the Technische Universität München, F.R.G., 10-14 September 1979. Pergamon Press, Oxford, S. 255. ISBN 0-08-025431-4. Volltext nicht vorhanden.

Lang, Elmar und Lüdemann, H.-D. (1980) Pressure and temperature dependence of the longitudinal deuterium relaxation rates in supercooled heavy water to 300 MPa and 190 K. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 84, S. 462-470.

1979

Völkel, G., Lang, Elmar und Lüdemann, H.-D. (1979) High pressure high resolution NMR III: Concentration dependence of DV# and DG# for the rotation of the dimethylaminogroup in aqueous solutions of some N,N-dimethylamides. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 83, S. 722-779.

Hauer, J., Lang, Elmar und Lüdemann, H.-D. (1979) Pressure and temperature dependence of the longitudinal proton and deuteron relaxation rates in NH3 and ND3. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 83, S. 1262-1269.

1977

Lüdemann, Hans-Dietrich, Rauchschwalbe, R. und Lang, Elmar (1977) Bestimmung des Aktivierungsvolumens einfacher molekularer Umlagerungen mit hochauflösender ¹H-NMR-Spektroskopie bei hohen Drücken. Angewandte Chemie 89 (5), S. 340-341.

Lang, Elmar, Rauchschwalbe, R. und Lüdemann, H.-D. (1977) Determination of the activation volume of the rotation of the dimethylamino-group in N,N-dimethylamides. High temperatures, high pressures 9, S. 519-520.

Lüdemann, Hans-Dietrich, Lang, Elmar und Westhof, E. (1977) PMR study of N6, N6-dimethyladenosine conformations under high pressure. FEBS Letters 80 (1), S. 107-110.

Lang, Elmar und Lüdemann, Hans-Dietrich (1977) Pressure and temperature dependence of the longitudinal proton relaxation times in supercooled water to -87°C and 2500 bar. The Journal of Chemical Physics = J. Chem. Phys. 67 (7), S. 718-723.

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