Brain-Computer Interface Systems - Recent Progress and Future Prospects

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...

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Autor principal: Reza Fazel-Rezai
Formato: Libro
Publicado: IntechOpen 2013
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Acceso en línea:Ver este registro en EBSCOhost
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        Electroencephalography--Models
        Brain-computer interfaces
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          COMPUTERS / Human-Computer Interaction (HCI)
          Electroencephalography--Models
          Brain-computer interfaces
      ab: 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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