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by Silvio P. Sabatini, Fabio Solari, Giacomo M. Bisio
In Proc NIPS'96
ftp://pspc3.dibe.unige.it/pub/papers/1996/nips96.ps.gz
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Abstract:
A linear architectural model of cortical simple cells is presented. The model evidences how mutual inhibition, occurring through synaptic coupling functions asymmetrically distributed in space, can be a possible basis for a wide variety of spatio-temporal simple cell response properties, including direction selectivity and velocity tuning. While spatial asymmetries are included explicitly in the structure of the inhibitory interconnections, temporal asymmetries originate from the specific mutual inhibition scheme considered. Extensive simulations supporting the model are reported. 1
Citations
|
361
|
Spatiotemporal energy models for the perception of motion
– Adelson, Bergen
- 1985
|
|
118
|
Model of human visual-motion sensing
– Watson, Ahumada
- 1985
|
|
89
|
A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue
– Wilson, Cowan
- 1973
|
|
68
|
Spatiotemporal organization of simple-cell receptive fields in the cat’s striate cortex. I. General characteristics and postnatal development. J Neurophysiol 69:1091–1117
– DeAngelis, Ohzawa, et al.
- 1993
|
|
63
|
The Two-Dimensional Spatial Structure of Simple Receptive Fields in Cat Striate Cortex
– Jones, Palmer
- 1987
|
|
30
|
The analysis of visual motion: from computational theory to neuronal mechanisms. Annu Rev Neurosci 10:477–533
– EC, Koch
- 1987
|
|
28
|
Biological image motion processing: a review
– Nakayama
- 1985
|
|
22
|
Directional selectivity and spatiotemporal structure of receptive fields of simple cells in cat striate cortex
– Reid, Soodak, et al.
- 1991
|
|
12
|
Visual cortical receptive fields in monkey and cat: spatial and temporal phase transfer function
– HAMILTON, ALBRECHT, et al.
- 1989
|
|
11
|
A quantitative study of the projection area of the central and the paracentral visual field in area 17 of the cat. II. The spatial organization of the orientation domain. Exp Brain Res 24: 181–202
– Albus
- 1975
|
|
4
|
Spatiotemporal receptive fields: a dynamical model derived from cortical architectonics
– Krone, Mallot, et al.
- 1986
|
|
2
|
Neural mapping and space variant image processing
– Mallot, Seelen, et al.
- 1990
|
|
1
|
Functional periodic intracortical couplings induced by structured lateral inhibition in a linear cortical network
– Sabatini, Raffo, et al.
- 1997
|
