Characterization and robust classification of EEG signal from image RSVP events with independent time-frequency features.

Characterization and robust classification of EEG signal from image RSVP events with independent time-frequency features.

This paper considers the problem of automatic characterization and detection of target images in a rapid serial visual presentation (RSVP) task based on EEG data. A novel method that aims to identify single-trial event-related potentials (ERPs) in time-frequency is proposed, and a robust classifier...

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Bibliographic Details
Main Authors: Jia Meng, Lenis Mauricio Meriño, Nima Bigdely Shamlo, Scott Makeig, Kay Robbins, Yufei Huang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3445552?pdf=render

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