A dynamical network approach to uncovering hidden causality relationships in collective neuron firings
Biological Physics
2009-05-20 v1 Data Analysis, Statistics and Probability
Abstract
We analyze the synchronous firings of the salamander ganglion cells from the perspective of the complex network viewpoint where the network's links reflect the correlated behavior of firings. We study the time-aggregated properties of the resulting network focusing on its topological features. The behavior of pairwise correlations has been inspected in order to construct an appropriate measure that will serve as a weight of network connection.
Keywords
Cite
@article{arxiv.0905.3061,
title = {A dynamical network approach to uncovering hidden causality relationships in collective neuron firings},
author = {Błażej Ruszczycki and Zhenyuan Zhao and Neil F. Johnson},
journal= {arXiv preprint arXiv:0905.3061},
year = {2009}
}