Coherent chaos in a recurrent neural network with structured connectivity.

We present a simple model for coherent, spatially correlated chaos in a recurrent neural network. Networks of randomly connected neurons exhibit chaotic fluctuations and have been studied as a model for capturing the temporal variability of cortical activity. The dynamics generated by such networks,...

Full description

Bibliographic Details
Main Authors: Itamar Daniel Landau, Haim Sompolinsky
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-12-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1006309