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  Spike Onset Dynamics and Response Speed in Neuronal Populations

Wei, W., & Wolf, F. (2011). Spike Onset Dynamics and Response Speed in Neuronal Populations. Physical Review Letters, 106: 088102. doi:10.1103/PhysRevLett.106.088102.

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 Creators:
Wei, Wei1, Author           
Wolf, Fred1, 2, Author           
Affiliations:
1Research Group Theoretical Neurophysics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society, ou_2063289              
2Department of Nonlinear Dynamics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society, ou_2063286              

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 Abstract: Recent studies of cortical neurons driven by fluctuating currents revealed cutoff frequencies for action potential encoding of several hundred Hz. Theoretical studies of biophysical neuron models have predicted a much lower cutoff frequency of the order of average firing rate or the inverse membrane time constant. The biophysical origin of the observed high cutoff frequencies is thus not well understood. Here we introduce a neuron model with dynamical action potential generation, in which the linear response can be analytically calculated for uncorrelated synaptic noise.We find that the cutoff frequencies increase to very large values when the time scale of action potential initiation becomes short. Here we introduce a neuron model with dynamical action potential generation, in which the linear response can be analytically calculated for uncorrelated synaptic noise.We find that the cutoff frequencies increase to very large values when the time scale of action potential initiation becomes short.

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Language(s): eng - English
 Dates: 2011-02-24
 Publication Status: Issued
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 Table of Contents: -
 Rev. Type: Peer
 Identifiers: eDoc: 575990
DOI: 10.1103/PhysRevLett.106.088102
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Title: Physical Review Letters
Source Genre: Journal
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Pages: - Volume / Issue: 106 Sequence Number: 088102 Start / End Page: - Identifier: -