Brain-Computer Interface Systems
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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| 格式: | Online |
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| 語言: | 英语 |
| 出版: |
IntechOpen
2023
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| 主題: | |
| 在線閱讀: | ONIX_20231201_9789535111344_364 |
| 標簽: |
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| _version_ | 1869520670717640704 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-129255 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1292552024-04-14T10:28:32Z Brain-Computer Interface Systems Fazel-Rezai, Reza Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction 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. 2023-12-01T15:05:35Z 2023-12-01T15:05:35Z 2013 book ONIX_20231201_9789535111344_364 9789535111344 9789535142478 https://directory.doabooks.org/handle/20.500.12854/129255 eng image/jpeg n/a https://www.intechopen.com/books/3532 https://mts.intechopen.com/storage/books/3532/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/50696 10.5772/50696 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789535111344 9789535142478 IntechOpen 280 open access |
| spellingShingle | Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction Brain-Computer Interface Systems |
| title | Brain-Computer Interface Systems |
| title_full | Brain-Computer Interface Systems |
| title_fullStr | Brain-Computer Interface Systems |
| title_full_unstemmed | Brain-Computer Interface Systems |
| title_short | Brain-Computer Interface Systems |
| title_sort | brain computer interface systems |
| topic | Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction |
| topic_facet | Human-computer interaction thema EDItEUR::U Computing and Information Technology::UY Computer science::UYZ Human–computer interaction |
| url | ONIX_20231201_9789535111344_364 |