A biologically plausible neural network model of the primate primary visual system

Rodrigo F. Oliveira; Antonio C. Roque

doi:10.1016/S0925-2312(02)00497-6

A biologically plausible neural network model of the primate primary visual system

Rodrigo F. Oliveira, Antonio C. Roque

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Abstract

A large-scale computational model of the primate primary visual system was constructed using GENESIS. The model consists of ∼10 000 biologically plausible neurons organized into six arrays, which represent sectors of two retinas, two laminae of the dorsal lateral geniculate nucleus and two laminae of the visual cortex. The physiological and architectural properties of the model were derived from experimental data for the mammalian primary visual pathway. Neurons have shown ocular and orientation selectivity dependent responses in good agreement with data.

Original language	English (US)
Pages (from-to)	957-963
Number of pages	7
Journal	Neurocomputing
Volume	44-46
DOIs	https://doi.org/10.1016/S0925-2312(02)00497-6
State	Published - 2002
Externally published	Yes

All Science Journal Classification (ASJC) codes

Computer Science Applications
Cognitive Neuroscience
Artificial Intelligence

Keywords

Biologically plausible simulation
Ocular dominance
Orientation selectivity
Visual system

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10.1016/S0925-2312(02)00497-6

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abstract = "A large-scale computational model of the primate primary visual system was constructed using GENESIS. The model consists of ∼10 000 biologically plausible neurons organized into six arrays, which represent sectors of two retinas, two laminae of the dorsal lateral geniculate nucleus and two laminae of the visual cortex. The physiological and architectural properties of the model were derived from experimental data for the mammalian primary visual pathway. Neurons have shown ocular and orientation selectivity dependent responses in good agreement with data.",

keywords = "Biologically plausible simulation, Ocular dominance, Orientation selectivity, Visual system",

author = "Oliveira, {Rodrigo F.} and Roque, {Antonio C.}",

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doi = "10.1016/S0925-2312(02)00497-6",

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AU - Oliveira, Rodrigo F.

AU - Roque, Antonio C.

N1 - Funding Information: This work was funded by FAPESP.

PY - 2002

Y1 - 2002

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AB - A large-scale computational model of the primate primary visual system was constructed using GENESIS. The model consists of ∼10 000 biologically plausible neurons organized into six arrays, which represent sectors of two retinas, two laminae of the dorsal lateral geniculate nucleus and two laminae of the visual cortex. The physiological and architectural properties of the model were derived from experimental data for the mammalian primary visual pathway. Neurons have shown ocular and orientation selectivity dependent responses in good agreement with data.

KW - Biologically plausible simulation

KW - Ocular dominance

KW - Orientation selectivity

KW - Visual system

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SP - 957

EP - 963

JO - Neurocomputing

JF - Neurocomputing

ER -

A biologically plausible neural network model of the primate primary visual system

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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