Soft Computing and Machine Learning : Eeg Signal Processing Perspectives

Ahirwal, Mitul K. (EDT)/ Kumar, Anil (EDT)/ Suri, Jasjit (EDT)

CRC Pr I Llc（2019/12発売）

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製本 Hardcover:ハードカバー版／ページ数 352 p.
言語 ENG
商品コード 9781498750417
DDC分類 004

Full Description

This book is a collection of interdisciplinary paradigms related to two important research fields, biomedical signal processing, especially related to EEG signal processing and machine learning/soft computing. Applications of these computer science topics to EEG signal processing is growing in importance in terms of health care systems applications.This is particularly relevant to the rapidly expanding field of Brain-Computer Interfacing.

Introduction to EEG (Electroencephalography). Soft Computing. Machine Learning. Swarm Intelligence. Fundamentals of Signal Processing. Adaptive Signal Processing for EEG. Multirate Signal Processing for EEG. EEG Feature Extraction. EEG Classification. EEG and Brain-Computer Interfacing. Basics of MatLab and Small Projects