Orientation selectivity using fast feed-forward inhibition: paper and Neuron simulation files
Arnaud Delorme
arno at salk.edu
Wed Dec 17 11:11:45 EST 2003
The following article
Delorme, A. (2003) Early Cortical Orientation Selectivity: How Fast
Shunting Inhibition Decodes the Order of Spike Latencies. /Journal of
Computational Neuroscience/, 15, 357-365. Author's PDF
<http://www.sccn.ucsd.edu/%7Earno/mypapers/Delorme2003.pdf>, journal's
link
<http://ipsapp008.kluweronline.com/content/getfile/4835/47/5/fulltext.pdf>.
and the associated Neuron simulation files (documented) are available at
http://www.sccn.ucsd.edu/~arno/model.html
---------------------------
Article abstract:
Following a flashed stimulus, I show that a simple neurophysiological
mechanism in the primary visual system can generate orientation
selectivity based on the first incoming spikes. A biological model of
the lateral geniculate nucleus generates an asynchronous wave of spikes,
with the most strongly activated neurons firing first. Geniculate
activation leads to both the direct excitation of a cortical pyramidal
cell and disynaptic feed-forward inhibition. The mechanism provides
automatic gain control, so the cortical neurons respond over a wide
range of stimulus contrasts. It also demonstrates the biological
plausibility of a new computationally efficient neural code: latency
rank order coding.
--
*Arnaud Delorme, Ph.D.*
Computational Neurobiology Lab, Salk Institute
10010 North Torrey Pines Road
La Jolla, CA 92037 USA
*Tel* : /(+1)-858-458-1927 ext 15/
*Fax* : /(+1)-858-458-1847/
*Web page *: www.sccn.ucsd.edu/~arno <http://www.sccn.ucsd.edu/%7Earno>
*To think upon*:
The longing to produce great inspirations didn't produce anything
but more longing.
/Sophie Kerr/
More information about the Connectionists
mailing list