[Eeglablist] Advanced Signal Processing on Brain Event-related Potentials

[Cong, Fengyu]

Dear EEGLablist members,

I would like to introduce my new monograph to you. It is titled by ‘Advanced Signal Processing on Brain Event-related Potentials’ and was published by World Scientific in 2015.

In the book, the methods including wavelet filter, ICA, and tensor decomposition are applied for the averaged EEG data over single trials.

The motivation is to further remove the left artifacts in the averaged EEG data (short data) after the conventional pre-processing for single-trial level EEG data (long data), and to further separate the overlapped ERP components in the time, frequency and spatial domains.

The website for the book by the publisher is
http://www.worldscientific.com/worldscibooks/10.1142/9306

The website for the book in my homepage is (the MATLAB codes for the book are also provided, and the first two chapters are free-access)
http://www.escience.cn/people/cong/Mybook.html

Looking forward to your comments and suggestions on signal processing for ERPs!

Sincerely,

Fengyu
--

Fengyu Cong, Ph.D., IEEE Senior Member
Professor, Department of Biomedical Engineering, Dalian University of Technology, China
Docent (Adjunct Associate Professor), University of Jyvaskyla, Finland
Email: cong at dlut.edu.cn, fengyu.cong at aliyun.com
Homepage: http://www.escience.cn/people/cong/index.html

P.S.: The bibliography of the book is as the following:

Authors: Fengyu Cong, Tapani Ristaniemi, Heikki Lyytinen
Title: Advanced Signal Processing on Brain Event-related Potentials
Publisher: World Scientific
Year: 2015
Place: Singapore
Number of pages: 223
Bibliography for each chapter:

Fengyu Cong, Tapani Ristaniemi, and Heikki Lyytinen (2015) FRONT MATTER. Advanced Signal Processing on Brain Event-Related Potentials: pp. i-xxi, doi: 10.1142/9789814623094_fmatter

Fengyu Cong, Tapani Ristaniemi, and Heikki Lyytinen (2015) Introduction. Advanced Signal Processing on Brain Event-Related Potentials: pp. 1-13, doi: 10.1142/9789814623094_0001

Fengyu Cong, Tapani Ristaniemi, and Heikki Lyytinen (2015) Wavelet Filter Design Based on Frequency Responses for Filtering ERP Data With Duration of One Epoch. Advanced Signal Processing on Brain Event-Related Potentials: pp. 15-49, doi: 10.1142/9789814623094_0002

Fengyu Cong, Tapani Ristaniemi, and Heikki Lyytinen (2015) Individual-Level ICA to Extract the ERP Components from the Averaged EEG Data. Advanced Signal Processing on Brain Event-Related Potentials: pp. 51-129, doi: 10.1142/9789814623094_0003

Fengyu Cong, Tapani Ristaniemi, and Heikki Lyytinen (2015) Multi-Domain Feature of the ERP Extracted by NTF: New Approach for Group-Level Analysis of ERPs. Advanced Signal Processing on Brain Event-Related Potentials: pp. 131-177, doi: 10.1142/9789814623094_0004

Fengyu Cong, Tapani Ristaniemi, and Heikki Lyytinen (2015) Analysis of Ongoing EEG by NTF During Real-World Music Experiences. Advanced Signal Processing on Brain Event-Related Potentials: pp. 179-189, doi: 10.1142/9789814623094_0005

Fengyu Cong, Tapani Ristaniemi, and Heikki Lyytinen (2015) BACK MATTER. Advanced Signal Processing on Brain Event-Related Potentials: pp. 191-202, doi: 10.1142/9789814623094_bmatter

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