Einträge von Gruber, Peter auf dem Publikationsserver

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.

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.

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.

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.

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.

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.

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.

Meyer-Bäse, Anke, Gruber, Peter, Foo, Simon und Theis, Fabian J. (2006) Blind source separation based on self-organizing neural network. Engineering Applications of Artificial Intelligence 19 (4-5), S. 305-311. 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.

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.

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.

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.

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.

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.

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.

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., 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.

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., 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.

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.