Spike onset dynamics and response speed in neuronal populations

Phys Rev Lett. 2011 Feb 25;106(8):088102. doi: 10.1103/PhysRevLett.106.088102. Epub 2011 Feb 24.

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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Action Potentials*
  • Kinetics
  • Models, Biological*
  • Neurons / cytology*