Brain-Computer Interface Systems - Recent Progress and Future Prospects

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Tác giả: Reza Fazel-Rezai

Ngôn ngữ: eng

ISBN-13: 978-9535111344

ISBN-13: 978-9535142478

Ký hiệu phân loại: 612.80285 Nervous system Sensory functions

Thông tin xuất bản: IntechOpen, 2013

Mô tả vật lý: 1 electronic resource (280 p.)

Bộ sưu tập: Tài liệu truy cập mở

ID: 233150

 Brain-Computer Interface (BCI) systems allow communication based on a direct electronic interface which conveys messages and commands directly from the human brain to a computer. In the recent years, attention to this new area of research and the number of publications discussing different paradigms, methods, signal processing algorithms, and applications have been increased dramatically. The objective of this book is to discuss recent progress and future prospects of BCI systems. The topics discussed in this book are: important issues concerning end-users
  approaches to interconnect a BCI system with one or more applications
  several advanced signal processing methods (i.e., adaptive network fuzzy inference systems, Bayesian sequential learning, fractal features and neural networks, autoregressive models of wavelet bases, hidden Markov models, equivalent current dipole source localization, and independent component analysis)
  review of hybrid and wireless techniques used in BCI systems
  and applications of BCI systems in epilepsy treatment and emotion detections.
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