EEG Signal Processing and Feature Extraction

ISBN 10: 9811391122 ISBN 13: 9789811391125

Edit� par Springer, 2019

Neuf(s) Couverture rigide

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A propos de cet article

In English. N� de r�f. du vendeur ria9789811391125_new

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Synopsis :

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.

� propos de l?auteur:

Dr. Li Hu is a Principle Investigator at the Institute of Psychology, Chinese Academy of Sciences, China. He is also an Honorary Senior Research Associate at University College London. Dr. Hu has contributed to the development of novel techniques to facilitate the analysis of event-related EEG responses. He has published more than 60 research articles in this field, and was sponsored by the National Natural Science Foundation of China for Excellent Young Scholars.

Dr. Zhiguo Zhang is a Professor at the School of Biomedical Engineering, Health Science Center, Shenzhen University, China. His research focuses on neural signal analysis, brain-computer interaction, machine learning for brain decoding and digital signal processing. He has published more than 60 articles in these fields.

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Titre : EEG Signal Processing and Feature Extraction
�diteur : Springer
Date d'�dition : 2019
Reliure : Couverture rigide
Etat : New

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EEG Signal Processing and Feature Extraction

Hu, Li|Zhang, Zhiguo

Edit� par Springer Nature Singapore, 2019

ISBN 10 : 9811391122 ISBN 13 : 9789811391125

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Thoroughly discussing the concepts and methods in EEG signal processing and feature extraction Providing the cutting-edge developments in EEG analysis Illustrating the applications of the advanced techniques in various research fields. N� de r�f. du vendeur 291537508

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EEG Signal Processing and Feature Extraction

Zhiguo Zhang

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ISBN 10 : 9811391122 ISBN 13 : 9789811391125

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Buch. Etat : Neu. Neuware -This book presents the conceptual and mathematical basis and the implementation of both electroencephalogram (EEG) and EEG signal processing in a comprehensive, simple, and easy-to-understand manner. EEG records the electrical activity generated by the firing of neurons within human brain at the scalp. They are widely used in clinical neuroscience, psychology, and neural engineering, and a series of EEG signal-processing techniques have been developed. Intended for cognitive neuroscientists, psychologists and other interested readers, the book discusses a range of current mainstream EEG signal-processing and feature-extraction techniques in depth, and includes chapters on the principles and implementation strategies.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 448 pp. Englisch. N� de r�f. du vendeur 9789811391125

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Zhiguo Zhang

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents the conceptual and mathematical basis and the implementation of both electroencephalogram (EEG) and EEG signal processing in a comprehensive, simple, and easy-to-understand manner. EEG records the electrical activity generated by the firing of neurons within human brain at the scalp. They are widely used in clinical neuroscience, psychology, and neural engineering, and a series of EEG signal-processing techniques have been developed. Intended for cognitive neuroscientists, psychologists and other interested readers, the book discusses a range of current mainstream EEG signal-processing and feature-extraction techniques in depth, and includes chapters on the principles and implementation strategies. 448 pp. Englisch. N� de r�f. du vendeur 9789811391125

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EEG Signal Processing and Feature Extraction

Zhiguo Zhang

Edit� par Springer Nature Singapore, Springer Nature Singapore, 2019

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Neuf Couverture rigide

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents the conceptual and mathematical basis and the implementation of both electroencephalogram (EEG) and EEG signal processing in a comprehensive, simple, and easy-to-understand manner. EEG records the electrical activity generated by the firing of neurons within human brain at the scalp. They are widely used in clinical neuroscience, psychology, and neural engineering, and a series of EEG signal-processing techniques have been developed. Intended for cognitive neuroscientists, psychologists and other interested readers, the book discusses a range of current mainstream EEG signal-processing and feature-extraction techniques in depth, and includes chapters on the principles and implementation strategies. N� de r�f. du vendeur 9789811391125

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