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EEG signal processing and feature extraction

EEG signal processing and feature extraction

Material type
단행본
Personal Author
Hu, Li. Zhang, Zhiguo.
Title Statement
EEG signal processing and feature extraction / Li Hu, Zhiguo Zhang, editors.
Publication, Distribution, etc
Singapore :   Springer,   c2019.  
Physical Medium
viii, 437 p. : ill. (some col.) ; 25 cm.
ISBN
9789811391125
Bibliography, Etc. Note
Includes bibliographical references.
Subject Added Entry-Topical Term
Electroencephalography. Electronic books.
000 00000nam u2200205 a 4500
001 000046033877
005 20200618172417
008 200618s2019 si a b 000 0 eng d
020 ▼a 9789811391125
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 616.8/047547 ▼2 23
084 ▼a 616.8047547 ▼2 DDCK
090 ▼a 616.8047547 ▼b E26
245 0 0 ▼a EEG signal processing and feature extraction / ▼c Li Hu, Zhiguo Zhang, editors.
260 ▼a Singapore : ▼b Springer, ▼c c2019.
300 ▼a viii, 437 p. : ▼b ill. (some col.) ; ▼c 25 cm.
504 ▼a Includes bibliographical references.
650 0 ▼a Electroencephalography.
650 0 ▼a Electronic books.
700 1 ▼a Hu, Li.
700 1 ▼a Zhang, Zhiguo.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 616.8047547 E26 Accession No. 121253513 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

Introduction.- EEG: origin and measurement.- Electroencephalography, Evoked potentials and event-related potentials.- ERP Experimental design.- EEG Preprocessing and denoising.- Spectral and time-frequency analysis.- Blind source separation.- Microstate analysis.- Source analysis.- Single-trial analysis.- Nonlinear neural dynamics.- Connectivity analysis.- Spatial complex brain network.- Temporal complex network analysis.- Machine learning.- Deep learning.- Statistical analysis.- Simultaneous EEG-fMRI.- EEG/ERP data analysis toolboxes.- Summary and conclusions.

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