Collective behavior of heterogeneous neural networks

Details Collective behavior of heterogeneous neural networks Collective behavior of heterogeneous neural networks

2010-06-17

arxiv.org/abs/1006.3511v1

Biology

Quantitative Biology

Neurons and Cognition

4 pages, 5 figures

Scientific paper

We investigate a network of integrate-and-fire neurons characterized by a distribution of spiking frequencies. Upon increasing the coupling strength, the model exhibits a transition from an asynchronous regime to a nontrivial collective behavior. At variance with the Kuramoto model, (i) the macroscopic dynamics is irregular even in the thermodynamic limit, and (ii) the microscopic (single-neuron) evolution is linearly stable.

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