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An incremental Hebbian learning model of the primary visual cortex with lateral plasticity and real input patterns

Burger, T. and 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), pp. 128-140.

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Abstract

We present a simplified binocular neural network model of the primary visual cortex with separate ON/OFF-pathways and modifiable afferent as well as intracortical synaptic couplings. Random as well as natural image stimuli drive the weight adaptation which follows Hebbian learning rules stabilized with constant norm and constant sum constraints. The simulations consider the development of ...

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Item Type:Article
Date:1999
Institutions:Biology, Preclinical Medicine > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Elmar Lang
Identification Number:
ValueType
10097413PubMed ID
Classification:
NotationType
AlgorithmsMESH
Dominance, CerebralMESH
HumansMESH
Learning/physiologyMESH
Models, NeurologicalMESH
Models, PsychologicalMESH
Neuronal PlasticityMESH
Neurons/physiologyMESH
Pattern Recognition, VisualMESH
Retina/physiologyMESH
Synapses/physiologyMESH
Vision, BinocularMESH
Visual Cortex/physiologyMESH
Visual Pathways/physiologyMESH
Subjects:500 Science > 570 Life sciences
Status:Published
Refereed:Unknown
Created at the University of Regensburg:Unknown
Owner: Gertraud Kellers
Deposited On:28 Sep 2010 06:58
Last Modified:28 Sep 2010 06:58
Item ID:16768
Owner Only: item control page
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