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: Meng, Jia, MeriƱo, Lenis Mauricio, Shamlo, Nima Bigdely, Makeig, Scott, Robbins, Kay, Huang, Yufei
Format: Online
Language:English
Published: Public Library of Science 2012
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3445552/