Literature DB >> 9472491

On numerical simulations of integrate-and-fire neural networks.

D Hansel1, G Mato, C Meunier, L Neltner.   

Abstract

It is shown that very small time steps are required to reproduce correctly the synchronization properties of large networks of integrate-and-fire neurons when the differential system describing their dynamics is integrated with the standard Euler or second-order Runge-Kutta algorithms. The reason for that behavior is analyzed, and a simple improvement of these algorithms is proposed.

Mesh：

Year:  1998        PMID： 9472491     DOI： 10.1162/089976698300017845

Source DB:  PubMed          Journal:  Neural Comput        ISSN： 0899-7667            Impact factor:   2.026


  52 in total

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7.  Continuous and lurching traveling pulses in neuronal networks with delay and spatially decaying connectivity.

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9.  Fast numerical methods for simulating large-scale integrate-and-fire neuronal networks.

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10.  The Role of Striatal Feedforward Inhibition in the Maintenance of Absence Seizures.

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