English

Coarse--graining, fixed points, and scaling in a large population of neurons

Neurons and Cognition 2019-10-30 v1 Biological Physics

Abstract

We develop a phenomenological coarse--graining procedure for activity in a large network of neurons, and apply this to recordings from a population of 1000+ cells in the hippocampus. Distributions of coarse--grained variables seem to approach a fixed non--Gaussian form, and we see evidence of scaling in both static and dynamic quantities. These results suggest that the collective behavior of the network is described by a non--trivial fixed point.

Keywords

Cite

@article{arxiv.1809.08461,
  title  = {Coarse--graining, fixed points, and scaling in a large population of neurons},
  author = {Leenoy Meshulam and Jeffrey L. Gauthier and Carlos D. Brody and David W. Tank and William Bialek},
  journal= {arXiv preprint arXiv:1809.08461},
  year   = {2019}
}