Stochastic population dynamics of spiking neurons

  title={Stochastic population dynamics of spiking neurons},
  author={Paolo Del Giudice and Maurizio Mattia},
We will review in this chapter some developments in the use of the theory of stochastic processes and nonlinear dynamics in the study of large scale dynamical models of interacting spiking neurons. Without aiming at a full coverage of the subject, we will review the basic principles underlying the approach, provide a very brief (and probably biased) selection of key theoretical results in the last decade, and give a short account of our own work on the subject. Undertaking to summarize the way… CONTINUE READING
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Population dynamics of interacting spiking neurons

  • M. Mattia, P. Del Giudice
  • Phys. Rev. E
  • 2002
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9 Excerpts

Spiking Neuron Models (Cambridge

  • W. Gerstner, W. Kistler
  • 2002
3 Excerpts

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