Gibbs distribution analysis of temporal correlations structure in retina ganglion cells

Details Gibbs distribution analysis of temporal correlations structure in retina ganglion cells Gibbs distribution analysis of temporal correlations structure in retina ganglion cells

2011-12-12

arxiv.org/abs/1112.2464v1

Biology

Quantitative Biology

Neurons and Cognition

To appear in J. Physiol. Paris

Scientific paper

10.1016/j.jphysparis.2011.11.001

We present a method to estimate Gibbs distributions with \textit{spatio-temporal} constraints on spike trains statistics. We apply this method to spike trains recorded from ganglion cells of the salamander retina, in response to natural movies. Our analysis, restricted to a few neurons, performs more accurately than pairwise synchronization models (Ising) or the 1-time step Markov models (\cite{marre-boustani-etal:09}) to describe the statistics of spatio-temporal spike patterns and emphasizes the role of higher order spatio-temporal interactions.

Affiliated with

Also associated with

No associations

Rating

Gibbs distribution analysis of temporal correlations structure in retina ganglion cells does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Gibbs distribution analysis of temporal correlations structure in retina ganglion cells, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Gibbs distribution analysis of temporal correlations structure in retina ganglion cells will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-708480