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portada Advanced Electroencephalography Analytical Methods (Biomedical Signal and Image Processing)
Type
Physical Book
Publisher
Author
Language
English
Pages
282
Format
Hardcover
ISBN13
9781032171708
Edition No.
1

Advanced Electroencephalography Analytical Methods (Biomedical Signal and Image Processing)

Naik Ganesh,Santos Wellington Pinheiro Dos,Gargiulo Gaetano (Author) · Crc Press · Hardcover

Advanced Electroencephalography Analytical Methods (Biomedical Signal and Image Processing) - Naik Ganesh,Santos Wellington Pinheiro Dos,Gargiulo Gaetano

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Synopsis "Advanced Electroencephalography Analytical Methods (Biomedical Signal and Image Processing)"

Advanced Electroencephalography Analytical Methods: Fundamentals, Acquisition, and Applications presents the theoretical basis and applications of electroencephalography (EEG) signals in neuroscience, involving signal analysis, processing, signal acquisition, representation, and applications of EEG signal analysis using non-linear approaches and machine learning. It explains principles of neurophysiology, linear signal processing, computational intelligence, and the nature of signals including machine learning. Applications involve computer-aided diagnosis, brain-computer interfaces, rehabilitation engineering, and applied neuroscience.This book: Includes a comprehensive review on biomedical signals nature and acquisition aspects Focuses on selected applications of neuroscience/cardiovascular/muscle-related biomedical areas Provides a machine learning update to a classical biomedical signal processing approach Explains deep learning and application to biomedical signal processing and analysis Explores relevant biomedical engineering and neuroscience state-of-the-art applications This book is intended for researchers and graduate students in biomedical signal processing, electrical engineering, neuroscience, and computer science.

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