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Quadrature and the development of orientation selective cortical cells by Hebb rules (1989)

Yuille, A. L. ; Kammen, D. M. ; Cohen, D. S.

Springer

Biological cybernetics 61 (1989), S. 183-194

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ISSN: 1432-0770

Source: Springer Online Journal Archives 1860-2000

Topics: Biology , Computer Science , Physics

Notes: Abstract We describe a new theoretical scenario for the development of orientation selective cells in a self-organizing feedforward network with modifiable synapses. A suitable choice of Hebb rule leads to a system that develops symmetric and antisymmetric response fields (quadrature pairs) at the same time as directional selectivity occurs using inhibition between neighboring cells. Quadrature phase relationships between the response properties of adjacent cortical cells is suggestive of several highly efficient information processing strategies.

Type of Medium: Electronic Resource

URL: http://dx.doi.org/10.1007/BF00198765

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