Probabilistic spiking neuronal nets - Neuromathematics for the computer era - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2021

Probabilistic spiking neuronal nets - Neuromathematics for the computer era

Résumé

This book presents and studies a class of stochastic models for biological neural nets. A biological neural net is a system with a huge number of interacting components, the neurons. The activity of each neuron is represented by a point process, namely, the successive times at which the neurons emit an action potential, also called a spike. It is generally considered that the spiking activity is the way the system encodes and transmits information.
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Dates et versions

hal-03196369 , version 1 (12-04-2021)

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  • HAL Id : hal-03196369 , version 1

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Antonio Galves, Eva Löcherbach, Christophe Pouzat. Probabilistic spiking neuronal nets - Neuromathematics for the computer era. 2021. ⟨hal-03196369⟩
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