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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

Dal Seno, Bernardo

 
9783639244700: The Building of a Working Brain-Computer Interface: Integrating P300 and Error Potentials in a Single BCI: Algorithms, Techniques, and Performance Assessment
Couverture souple
ISBN 10 : 3639244702 ISBN 13 : 9783639244700
Editeur : VDM Verlag Dr. Müller, 2010

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
VDM Verlag Dr. Müller
Date d'édition
2010
Langue
anglais
ISBN 10 
3639244702
ISBN 13 
9783639244700
Reliure
Broché
Nombre de pages
172
Coordonnées du fabricant
non disponible
Personne responsable
non disponible