Stochastic Methods in Neuroscience

作者:

DOI: 10.1093/ACPROF:OSO/9780199235070.001.0001

关键词: Intact brainCerebral cortexSynaptic noiseComputational modelMembrane potentialNeuroscienceReview analysisStochastic neural networkComputer scienceStochastic process

摘要: In the cerebral cortex of awake animals, neurons are subject to tremendous fluctuating activity, mostly synaptic origin, termed "synaptic noise". Synaptic noise is dominant source membrane potential fluctuations in and can have a strong influence on their integrative properties. We review here experimental measurements noise, its modelling by conductance-based stochastic processes. then consequences neuronal properties, as predicted computational models investigated experimentally using dynamic clamp. also analysis methods such spike-triggered average or conductance analysis, which derived from These different approaches aim at understanding properties neocortical intact brain.

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