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Simulations of the behavior of synaptically driven neurons via time-invariant circuit models

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4 Author(s)
Storace, M. ; Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy ; Bove, M. ; Grattarola, M. ; Parodi, M.

Describes computer simulations of the behavior of Hodgkin-Huxley neurons, based on a redefinition of membrane and synaptic connections as time-invariant circuit elements. Examples are given showing that this self-consistent equivalent circuit representation allows very efficient computer simulations and could facilitate the introduction of detailed biological neurons into formal neural networks.

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Biomedical Engineering, IEEE Transactions on  (Volume:44 ,  Issue: 12 )