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The Building of a Working Brain-Computer Interface: Integrating P300 and Error Potentials in a Single BCI: Algorithms, Techniques, and Performance Assessment - Couverture souple

 
9783639244700: The Building of a Working Brain-Computer Interface: Integrating P300 and Error Potentials in a Single BCI: Algorithms, Techniques, and Performance Assessment
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The Building of a Working Brain-Computer Interface For decades electroencephalography (EEG), the recording of brain potentials through electrodes on the scalp, has been used to evaluate neurological disorders and to study the brain. The availability of powerful digital hardware and analysis algorithms has opened the door to the brain-computer interface (BCI) field, where the user's brain activity is directly used to issue commands to a device. Potentially, this could be helpful for people whose movements are impaired by a disease or a trauma. This book presents the development of a BCI based on the P300 and error potentials in the EEG of the user. Though both potentials have been used in previous work, here ...

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For decades electroencephalography (EEG), the recording of brain potentials through electrodes on the scalp, has been used to evaluate neurological disorders and to study the brain. The availability of powerful digital hardware and analysis algorithms has opened the door to the brain-computer interface (BCI) field, where the user's brain activity is directly used to issue commands to a device. Potentially, this could be helpful for people whose movements are impaired by a disease or a trauma. This book presents the development of a BCI based on the P300 and error potentials in the EEG of the user. Though both potentials have been used in previous work, here they are integrated in a single system, with newly developed algorithms, suitable for real-time application. This integration prompted for a more general way to assess the performance of a BCI than those in the literature, and a user-centered approach to this issue is proposed. The book focuses on a wide range of engineering issues, from practical ones such as synchronization, to more general questions such as performance, making it appealing to readers with interests at different levels in the BCI field.

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  • ÉditeurVDM Verlag Dr. Müller
  • Date d'édition2010
  • ISBN 10 3639244702
  • ISBN 13 9783639244700
  • ReliureBroché
  • Nombre de pages172
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Description du livre Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -For decades electroencephalography (EEG), the recording of brain potentials through electrodes on the scalp, has been used to evaluate neurological disorders and to study the brain. The availability of powerful digital hardware and analysis algorithms has opened the door to the brain-computer interface (BCI) field, where the user's brain activity is directly used to issue commands to a device. Potentially, this could be helpful for people whose movements are impaired by a disease or a trauma. This book presents the development of a BCI based on the P300 and error potentials in the EEG of the user. Though both potentials have been used in previous work, here they are integrated in a single system, with newly developed algorithms, suitable for real-time application. This integration prompted for a more general way to assess the performance of a BCI than those in the literature, and a user-centered approach to this issue is proposed. The book focuses on a wide range of engineering issues, from practical ones such as synchronization, to more general questions such as performance, making it appealing to readers with interests at different levels in the BCI field. 172 pp. Englisch. N° de réf. du vendeur 9783639244700

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Description du livre Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - For decades electroencephalography (EEG), the recording of brain potentials through electrodes on the scalp, has been used to evaluate neurological disorders and to study the brain. The availability of powerful digital hardware and analysis algorithms has opened the door to the brain-computer interface (BCI) field, where the user's brain activity is directly used to issue commands to a device. Potentially, this could be helpful for people whose movements are impaired by a disease or a trauma. This book presents the development of a BCI based on the P300 and error potentials in the EEG of the user. Though both potentials have been used in previous work, here they are integrated in a single system, with newly developed algorithms, suitable for real-time application. This integration prompted for a more general way to assess the performance of a BCI than those in the literature, and a user-centered approach to this issue is proposed. The book focuses on a wide range of engineering issues, from practical ones such as synchronization, to more general questions such as performance, making it appealing to readers with interests at different levels in the BCI field. N° de réf. du vendeur 9783639244700

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