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Brain-computer interface systems - recent progress and future prospects

Fazel-Rezai, Reza - Nama Orang

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.

Additional Information
Penerbit
London : IntechOpen
GMD ( General Material Designation )
Electronic Resource
No. Panggil
004.072
BRA
b
004.072 BRA b
ISBN/ISSN9789535111344
Klasifikasi
004.072
Deskripsi Fisik
280 p.; 22 cm.
Bahasa
English
Edisi
-
Subjek
Brain
Humans
Brain-Computer Interfaces
Pernyataan Tanggungjawab
Info Detail Spesifik
-
GMD
Electronic Resource
Tipe Isi
text
Tipe Media
computer
Tipe Pembawa
online resource

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