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商品詳細
Advanced Electroencephalography Analytical Methods: Fundamentals, Acquisition, and Applications.
・ISBN 978-1-032-17171-5 paper GB£ 55.99
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| 著者・編者 | Naik, Ganesh / Santos, Wellington Pinheiro dos / Gargiulo, Gaetano (eds.), |
|---|---|
| シリーズ | (Biomedical Signal and Image Processing) |
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2026 |
| ページ数 | 268 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-77930＞ |
解説
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.