Classification of Fixed Point Network Dynamics from Multiple Node Timeseries Data

Fixed point networks are dynamic networks encoding stimuli via distinct output patterns. Although, such networks are common in neural systems, their structures are typically unknown or poorly characterized. It is thereby valuable to use a supervised approach for resolving how a network encodes input...

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Bibliographic Details
Main Authors: David Blaszka, Elischa Sanders, Jeffrey A. Riffell, Eli Shlizerman
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-09-01
Series:Frontiers in Neuroinformatics
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fninf.2017.00058/full