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CARLU , Mallory

Last name: CARLU

First name: Mallory

March 1, 2020 (v1)

Journal article

Metadata-only

A mean-field approach to the dynamics of networks of complex neurons, from nonlinear Integrate-and-Fire to Hodgkin-Huxley models

Carlu, Mallory Chehab, Omar Dalla Porta, Leonardo

We present a mean-field formalism able to predict the collective dynamics of large networks of conductance-based interacting spiking neurons. We apply this formalism to several neuronal models, from the simplest Adaptive Exponential Integrate-and-Fire model to the more complex Hodgkin-Huxley and Morris-Lecar models. We show that the resulting...

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