Signal Processing Methods in EEG Based Brain–Computer Interfaces
Seiten
2023
John Wiley & Sons Inc (Hersteller)
978-1-118-70657-2 (ISBN)
John Wiley & Sons Inc (Hersteller)
978-1-118-70657-2 (ISBN)
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.
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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