A dynamical network approach to uncovering hidden causality relationships in collective neuron firings

Details A dynamical network approach to uncovering hidden causality relationships in collective neuron firings A dynamical network approach to uncovering hidden causality relationships in collective neuron firings

2009-05-19

arxiv.org/abs/0905.3061v1

Physics

Biological Physics

Scientific paper

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.

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