Finding Neural Assemblies with Frequent Item Set Mining

Finding Neural Assemblies with Frequent Item Set Mining

Cell assemblies, defined as groups of neurons exhibiting precise spike coordination, were proposed as a model of network processing in the cortex. Considerable progress made in recent years in multi-electrode technology enables to record massively parallel spike trains of hundred(s) of neurons. Neve...

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Bibliographic Details
Main Authors: David ePicado-Muiño, Christian eBorgelt, Denise eBerger, George L Gerstein, Sonja eGrün
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-05-01
Series:Frontiers in Neuroinformatics
Subjects:
cell assembly
massively parallel spike trains
synchronous spike patterns
higher-order correlation
frequent item set mining
surrogate data
Online Access:http://journal.frontiersin.org/Journal/10.3389/fninf.2013.00009/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fninf.2013.00009/full

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