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A Neural Network Model for the Self-Organisation of Cortical Grating Cells

Bauer, Ch. ; Burger, Th. ; Stetter, M. ; Lang, Elmar



Abstract

A neural network model with incremental Hebbian learning of afferent and lateral synaptic couplings is proposed, which simulates the activity-dependent self-organization of grating cells in upper layers of striate cortex. These cells, found in areas V1 and V2 of the visual cortex of monkeys, respond vigorously and exclusively to bar gratings of a preferred orientation and periodicity. ...

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