Single neuron dynamics and computation.

Journal Article (Journal Article;Review)

At the single neuron level, information processing involves the transformation of input spike trains into an appropriate output spike train. Building upon the classical view of a neuron as a threshold device, models have been developed in recent years that take into account the diverse electrophysiological make-up of neurons and accurately describe their input-output relations. Here, we review these recent advances and survey the computational roles that they have uncovered for various electrophysiological properties, for dendritic arbor anatomy as well as for short-term synaptic plasticity.

Full Text

Duke Authors

Cited Authors

  • Brunel, N; Hakim, V; Richardson, MJE

Published Date

  • April 2014

Published In

Volume / Issue

  • 25 /

Start / End Page

  • 149 - 155

PubMed ID

  • 24492069

Electronic International Standard Serial Number (EISSN)

  • 1873-6882

Digital Object Identifier (DOI)

  • 10.1016/j.conb.2014.01.005

Language

  • eng

Conference Location

  • England