Brunel, Nicolas, Hakim, Vincent and Richardson, Magnus J. E. (2014) Single neuron dynamics and computation. Current Opinion in Neurobiology, Volume 25 . pp. 149-155. doi:10.1016/j.conb.2014.01.005 ISSN 0959-4388.

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Abstract

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.

Item Type:	Journal Article
Divisions:	Faculty of Science, Engineering and Medicine > Research Centres > Warwick Systems Biology Centre
Journal or Publication Title:	Current Opinion in Neurobiology
Publisher:	Elsevier Science BV
ISSN:	0959-4388
Official Date:	1 April 2014
Dates:	Date Event 1 April 2014 Published 1 February 2014 Available 5 January 2014 Accepted 1 November 2013 Submitted
Volume:	Volume 25
Page Range:	pp. 149-155
DOI:	10.1016/j.conb.2014.01.005
Status:	Peer Reviewed
Publication Status:	Published
Access rights to Published version:	Restricted or Subscription Access

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