A ring model for spatiotemporal properties of simple cells in the visual cortex.

Abstract:

:A neural model is proposed for the spatiotemporal properties of simple cells in the visual cortex. In the model, several cortical cells are arranged on a ring, with mutual excitatory or inhibitory connections. The cells also receive excitatory inputs either from lagged and nonlagged cells of the lateral geniculate nucleus in one setting or from nonlagged cells in the other. Computer simulation shows that the cortical cells have spatiotemporally inseparable receptive fields in the former setting and separable fields in the latter; spatial profiles at a given time in the spatiotemporal fields are described with a Gabor function whose phase parameter varies regularly from 0 to 2 pi with rotation along the ring; the inseparable cells have directional selectivity as observed physiologically.

journal_name

Biol Cybern

journal_title

Biological cybernetics

authors

Hamada T,Yamashima M,Kato K

doi

10.1007/s004220050383

subject

Has Abstract

pub_date

1997-10-01 00:00:00

pages

225-33

issue

4

eissn

0340-1200

issn

1432-0770

journal_volume

77

pub_type

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