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Brain-computer interfaces. 1, Foundations and methods /
Brain-computer interfaces (BCI) are devices which measure brain activity and translate it into messages or commands, thereby opening up many investigation and application possibilities. This book provides keys for understanding and designing these multi-disciplinary interfaces, which require many fi...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London : Hoboken, NJ :
ISTE Ltd ; John Wiley & Sons, Inc,
2016.
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| Colección: | Cognitive science and knowledge management series.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Brain-computer interfaces. |n 1, |p Foundations and methods / |c edited by Maureen Clerc, Laurent Bougrain, Fabien Lotte. |
| 246 | 3 | 0 | |a Foundations and methods |
| 264 | 1 | |a London : |b ISTE Ltd ; |a Hoboken, NJ : |b John Wiley & Sons, Inc, |c 2016. | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 490 | 1 | |a Cognitive science series | |
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Online resource; title from PDF title page (John Wiley, viewed August 12, 2016). | |
| 505 | 0 | |a Anatomy of the nervous system -- Functional neuroimaging -- Cerebral electrogenesis -- Physiological markers for controlling active and reactive BCIs -- Neurophysiological markers for passive brain-computer interfaces -- Electroencephalography data preprocessing -- EEG feature extraction -- Analysis of extracellular recordings -- Statistical learning for BCIs -- Adaptive methods in machine learning -- Human learning for brain-computer interfaces -- Brain-computer interfaces for human-computer interaction -- Brain training with neurofeedback. | |
| 520 | |a Brain-computer interfaces (BCI) are devices which measure brain activity and translate it into messages or commands, thereby opening up many investigation and application possibilities. This book provides keys for understanding and designing these multi-disciplinary interfaces, which require many fields of expertise such as neuroscience, statistics, informatics and psychology. This first volume, Methods and Perspectives, presents all the basic knowledge underlying the working principles of BCI. It opens with the anatomical and physiological organization of the brain, followed by the brain activity involved in BCI, and following with information extraction, which involves signal processing and machine learning methods. BCI usage is then described, from the angle of human learning and human-machine interfaces. The basic notions developed in this reference book are intended to be accessible to all readers interested in BCI, whatever their background. More advanced material is also offered, for readers who want to expand their knowledge in disciplinary fields underlying BCI. This first volume will be followed by a second volume, entitled Technology and Applications. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Brain-computer interfaces. | |
| 650 | 0 | |a Human-machine systems. | |
| 650 | 2 | |a Brain-Computer Interfaces | |
| 650 | 2 | |a Man-Machine Systems | |
| 650 | 6 | |a Interfaces cerveau-ordinateur. | |
| 650 | 6 | |a Systèmes homme-machine. | |
| 650 | 7 | |a COMPUTERS |x User Interfaces. |2 bisacsh | |
| 650 | 7 | |a Human-machine systems |2 fast | |
| 650 | 7 | |a Brain-computer interfaces |2 fast | |
| 655 | 4 | |a Internet Resources. | |
| 700 | 1 | |a Clerc, Maureen, |e editor. | |
| 700 | 1 | |a Bougrain, Laurent, |e editor. | |
| 700 | 1 | |a Lotte, Fabien, |e editor. | |
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| 830 | 0 | |a Cognitive science and knowledge management series. | |
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