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Instantaneous Non-Linear Processing by Pulse-Coupled Threshold Units

Contemporary theory of spiking neuronal networks is based on the linear response of the integrate-and-fire neuron model derived in the diffusion limit. We find that for non-zero synaptic weights, the response to transient inputs differs qualitatively from this approximation. The response is instanta...

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Hlavní autoři: Helias, Moritz, Deger, Moritz, Rotter, Stefan, Diesmann, Markus
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2010
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2936519/
https://ncbi.nlm.nih.gov/pubmed/20856583
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1000929
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