English

Statistics of spikes trains, synaptic plasticity and Gibbs distributions

Adaptation and Self-Organizing Systems 2008-10-23 v1 Statistical Mechanics Mathematical Physics math.MP Chaotic Dynamics Neurons and Cognition

Abstract

We introduce a mathematical framework where the statistics of spikes trains, produced by neural networks evolving under synaptic plasticity, can be analysed.

Keywords

Cite

@article{arxiv.0810.3983,
  title  = {Statistics of spikes trains, synaptic plasticity and Gibbs distributions},
  author = {B. Cessac and H. Rostro and J. C. Vasquez and T. Viéville},
  journal= {arXiv preprint arXiv:0810.3983},
  year   = {2008}
}

Comments

6 pages, 1 figure, proceeding of the NeuroComp 2008 conference