Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains
Joint Authors
Borgelt, Christian
Louis, Sebastien
Morrison, Abigail
Berger, Denise
Grün, Sonja
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-09-29
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
The chance of detecting assembly activity is expected to increase if the spiking activities of large numbers of neurons are recorded simultaneously.
Although such massively parallel recordings are now becoming available, methods able to analyze such data for spike correlation are still rare, as a combinatorial explosion often makes it infeasible to extend methods developed for smaller data sets.
By evaluating pattern complexity distributions the existence of correlated groups can be detected, but their member neurons cannot be identified.
In this contribution, we present approaches to actually identify the individual neurons involved in assemblies.
Our results may complement other methods and also provide a way to reduce data sets to the “relevant” neurons, thus allowing us to carry out a refined analysis of the detailed correlation structure due to reduced computation time.
American Psychological Association (APA)
Berger, Denise& Borgelt, Christian& Louis, Sebastien& Morrison, Abigail& Grün, Sonja. 2009. Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains. Computational Intelligence and Neuroscience،Vol. 2010, no. 2010, pp.1-18.
https://search.emarefa.net/detail/BIM-472473
Modern Language Association (MLA)
Berger, Denise…[et al.]. Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains. Computational Intelligence and Neuroscience No. 2010 (2010), pp.1-18.
https://search.emarefa.net/detail/BIM-472473
American Medical Association (AMA)
Berger, Denise& Borgelt, Christian& Louis, Sebastien& Morrison, Abigail& Grün, Sonja. Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains. Computational Intelligence and Neuroscience. 2009. Vol. 2010, no. 2010, pp.1-18.
https://search.emarefa.net/detail/BIM-472473
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-472473