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A CBL network model with intracortical plasticity and natural image stimuli

Burger, Thomas and 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, pp. 225-230. ISBN 3-540-63631-5.

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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. 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 orientation selective ...


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Item type:Book section
Institutions:Biology, Preclinical Medicine > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Elmar Lang
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Dewey Decimal Classification:500 Science > 570 Life sciences
Created at the University of Regensburg:Unknown
Item ID:16807
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