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Article Dans Une Revue International journal of bifurcation and chaos in applied sciences and engineering Année : 2010

A view of Neural Networks as dynamical systems

Résumé

We consider neural networks from the point of view of dynamical systems theory. In this spirit we review recent results dealing with the following questions, adressed in the context of specific models. 1. Characterizing the collective dynamics; 2. Statistical analysis of spikes trains; 3. Interplay between dynamics and network structure; 4. Effects of synaptic plasticity.

Dates et versions

inria-00534326 , version 1 (09-11-2010)

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Bruno Cessac. A view of Neural Networks as dynamical systems. International journal of bifurcation and chaos in applied sciences and engineering , 2010, 20 (6), pp.1585-1629. ⟨10.1142/S0218127410026721⟩. ⟨inria-00534326⟩
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