Document Detail


Synergy in a neural code.
MedLine Citation:
PMID:  10935917     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
We show that the information carried by compound events in neural spike trains-patterns of spikes across time or across a population of cells-can be measured, independent of assumptions about what these patterns might represent. By comparing the information carried by a compound pattern with the information carried independently by its parts, we directly measure the synergy among these parts. We illustrate the use of these methods by applying them to experiments on the motion-sensitive neuron H1 of the fly's visual system, where we confirm that two spikes close together in time carry far more than twice the information carried by a single spike. We analyze the sources of this synergy and provide evidence that pairs of spikes close together in time may be especially important patterns in the code of H1.
Authors:
N Brenner; S P Strong; R Koberle; W Bialek; R R de Ruyter van Steveninck
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Publication Detail:
Type:  Journal Article; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.    
Journal Detail:
Title:  Neural computation     Volume:  12     ISSN:  0899-7667     ISO Abbreviation:  Neural Comput     Publication Date:  2000 Jul 
Date Detail:
Created Date:  2000-09-06     Completed Date:  2000-09-06     Revised Date:  2006-11-15    
Medline Journal Info:
Nlm Unique ID:  9426182     Medline TA:  Neural Comput     Country:  UNITED STATES    
Other Details:
Languages:  eng     Pagination:  1531-52     Citation Subset:  IM    
Affiliation:
NEC Research Institute, Princeton, NJ 08540, USA.
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MeSH Terms
Descriptor/Qualifier:
Action Potentials / physiology*
Animals
Diptera
Models, Neurological*
Neurons, Afferent / physiology*
Pattern Recognition, Visual / physiology
Visual Pathways / physiology

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