Single-Trial Linear Correlation Analysis: Application to characterization of stimulus modality effects

Single-Trial Linear Correlation Analysis: Application to characterization of stimulus modality effects

A key objective in systems and cognitive neuroscience is to establish associations between behavioral measures and concurrent neuronal activity. Single-trial analysis has been proposed as a novel method for characterizing such correlates by first extracting neural components that maximally discrimin...

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Bibliographic Details
Main Authors: Christoforos eChristoforou, Fofi eConstantinidou, Panayiota eShoshilou, Panagiotis G Simos
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-03-01
Series:Frontiers in Computational Neuroscience
Subjects:
Neuroimaging
EEG
machine learning
single-trial analysis
correlated components
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2013.00015/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fncom.2013.00015/full

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