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Quadrature and the development of orientation selective cortical cells by Hebb rules.

作者信息

Yuille A L, Kammen D M, Cohen D S

机构信息

Division of Applied Science, Harvard University, Cambridge, MA 02138.

出版信息

Biol Cybern. 1989;61(3):183-94. doi: 10.1007/BF00198765.

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.

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