Coefficient of variation of interspike intervals greater than 0.5. How and when?
Using Stein's model with and without reversal potentials, we investigated the mechanism of production of spike trains with a CV (ISI)(standard deviation/mean interspike interval) greater than 0.5, as observed in the visual cortex. When the attractor of the deterministic part of the dynamics is below the firing threshold, spike generation results primarily from random fluctuations. Using computer simulation for a range of membrane decay times and with other model parameters set to values appropriate for the visual cortex, we demonstrate that CV (ISI) is then usually greater than 0.5; if the attractor is above the threshold, spike generation is mainly due to deterministic forces, and CV (ISI) is then usually lower than 0.5. The critical value of the inhibitory postsynaptic potential (IPSP) rate at which CV (ISI) becomes greater than 0.5 is determined, resulting in specifications of how neurones might adjust their synaptic inputs to elicit irregular spike trains.
Computational Neuroscience Laboratory, The Babraham Institute, Cambridge, UK. jf218@cam.ac.uk
J F
JF
Feng
D
D
Brown
D000704:Analysis of Variance; D000818:Animals; D005071:Evoked Potentials / Q000502:physiology*; D000882:Haplorhini; D008564:Membrane Potentials / Q000502:physiology; D008959:Models, Neurological; D015233:Models, Statistical; D009474:Neurons / Q000502:physiology*; D011930:Reaction Time; D014793:Visual Cortex / Q000502:physiology*