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Soft Computing and Machine Learning

EEG Signal Processing Perspectives
Buch | Hardcover
352 Seiten
2019
Productivity Press (Verlag)
978-1-4987-5041-7 (ISBN)
149,95 inkl. MwSt
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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.

Mitul K. Ahirwal is an Assistant Professor at National Institute of Technology in Raipur, India. His research interests are EEG signal processing, adaptive filtering and optimization techniques. Anil Kumar is an Assistant Professor at PDPM IIITDM, Jabalpur, India. His research interests are in multirate signal processing, biomedical signal processing and soft computing. Jasjit K. Suri is a prominent researcher and innovator in biomedical engineering, especially related to signal and imagre processing. He has edited and/or co-edited 6 other books with CRC Presss.

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

Erscheinungsdatum
Verlagsort Portland
Sprache englisch
Maße 156 x 234 mm
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Medizin / Pharmazie Physiotherapie / Ergotherapie Orthopädie
Technik Elektrotechnik / Energietechnik
Technik Medizintechnik
Technik Nachrichtentechnik
Technik Umwelttechnik / Biotechnologie
ISBN-10 1-4987-5041-9 / 1498750419
ISBN-13 978-1-4987-5041-7 / 9781498750417
Zustand Neuware
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