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Signal Processing Methods in EEG Based Brain–Computer Interfaces

Software / Digital Media
304 Seiten
2023
John Wiley & Sons Inc (Hersteller)
978-1-118-70657-2 (ISBN)
104,24 inkl. MwSt
Focuses on the reproducibility of research in relation to the processing of EEG signals for Brain-Computer Interface (BCI) applications, which aim to provide a direct communication pathway between the brain and an external device. * Features algorithm results produced from real data and uses the unique method of mental state decoding to present both theoretical work and working implementations. * Focuses on the signals, algorithms, and interpretation and presents the specifics of mental state decoding which ultimately bridges the gap between knowledge and implementation. * Follows a tutorial style approach where background and definitions are given followed by chapters on the important areas of Motor, Sensory and event related potentials. * Places an emphasis on the reproducibility of research - sample real world datasets and code listings implementing the concepts presented in the book will be made available in a website supporting the book.
A valuable reference forProfessionals such as research scientists, system designers and academics involved in the design and implementation of BCI systems; graduate and PhD students in the area of signal processing, biomedical engineering & neuroscience.
Erscheint lt. Verlag 22.11.2023
Verlagsort New York
Sprache englisch
Maße 170 x 244 mm
Themenwelt Informatik Software Entwicklung User Interfaces (HCI)
Technik Elektrotechnik / Energietechnik
Technik Nachrichtentechnik
Technik Umwelttechnik / Biotechnologie
ISBN-10 1-118-70657-9 / 1118706579
ISBN-13 978-1-118-70657-2 / 9781118706572
Zustand Neuware
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