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

Burger, T. ; Lang, Elmar



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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