Network models of V1
OSB endorsed project
Curation against published models
V1networkmodels V1networkmodels V1networkmodels
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Ramon Martinez, 26 Jun 2014 09:19

Network models of V1

This project will be used to test implementations in PyNN (and eventually NeuroML) of published models of primary visual cortex (V1) based on spiking point neurons.

An initial focus will be on Lauritzen and Miller, 2003, but other models investigated will include Ozeki et al., 2009 and Sadagopan and Ferster, 2012.

This project is part of the INCF Google Summer of Code 2014.

Troyer Model

Here I will describe breifly the implementation of Troyer et al (1998).

In order to run this model is necessary to first install git and PyNN and the appropriate simulator.

After that is

Bibliography

Lauritzen TZ and Miller KD, Different roles for simple-cell and complex-cell inhibition in V1. The Journal of neuroscience : the official journal of the Society for Neuroscience, 2003, 23(32): 10201-13
Ozeki H, Finn IM, Schaffer ES, Miller KD and Ferster D, Inhibitory stabilization of the cortical network underlies visual surround suppression. Neuron, 2009, 62(4): 578-92
Sadagopan S and Ferster D, Feedforward origins of response variability underlying contrast invariant orientation tuning in cat visual cortex. Neuron, 2012, 74(5): 911-23