By Fengyu Cong

ISBN-10: 9814623083

ISBN-13: 9789814623087

This publication is dedicated to the appliance of complex sign processing on event-related potentials (ERPs) within the context of electroencephalography (EEG) for the cognitive neuroscience. ERPs tend to be produced via averaging single-trials of preprocessed EEG, after which, the translation of underlying mind actions is predicated at the as a rule averaged EEG. we discover that randomly fluctuating actions and artifacts can nonetheless found in the averaged EEG info, and that consistent mind actions over unmarried trials can overlap with one another in time, frequency and spatial domain names. consequently, sooner than interpretation, will probably be valuable to additional separate the averaged EEG into person mind actions. The publication proposes systematic ways pre-process wavelet remodel (WT), self sufficient part research (ICA), and nonnegative tensor factorization (NTF) to clear out averaged EEG in time, frequency and house domain names to sequentially and concurrently receive the natural ERP of curiosity. software program of the proposed techniques can be open-accessed.

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Advanced Signal Processing on Brain Event-Related Potentials:Filtering ERPs in Time, Frequency and Space Domains Sequentially and Simultaneously by Fengyu Cong


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