dc.contributorDiez, Pablo Federico
dc.creatorGarces Correa, Maria Agustina
dc.creatorOrosco, Lorena Liliana
dc.date.accessioned2022-04-29T19:48:55Z
dc.date.accessioned2022-10-15T13:47:01Z
dc.date.available2022-04-29T19:48:55Z
dc.date.available2022-10-15T13:47:01Z
dc.date.created2022-04-29T19:48:55Z
dc.date.issued2018
dc.identifierGarces Correa, Maria Agustina; Orosco, Lorena Liliana; EEG signal processing in brain–computer interface; Elsevier; 2018; 95-110
dc.identifier978-0-12-812892-3
dc.identifierhttp://hdl.handle.net/11336/156156
dc.identifierCONICET Digital
dc.identifierCONICET
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/4393122
dc.description.abstractA brain–computer interface (BCI) system employs the electrical signals of the brain of the user to control a device according to the user’s intentions. Thus, the brain activity patterns should be identified by the system and translated into commands. In this chapter the electroencephalogram (EEG) signal processing tools to carry out this task are described. The most relevant techniques of EEG signal preprocessing and processing are addressed, as well as feature extraction and reduction methods and the classifiers algorithms. The chapter tries to give a vision about the procedures used in BCI to obtain relevant and accurate patterns to command a device. At the same time, it exposes other suitable techniques for the signal processing that could also be applied for BCI purposes.
dc.languageeng
dc.publisherElsevier
dc.relationinfo:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/B9780128128923000054
dc.relationinfo:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.1016/B978-0-12-812892-3.00005-4
dc.rightshttps://creativecommons.org/licenses/by/2.5/ar/
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.sourceSmart wheelchairs and brain-computer interfaces
dc.subjectBCI
dc.subjectEEG
dc.subjectSignal processing
dc.subjectFeature extraction
dc.titleEEG signal processing in brain–computer interface
dc.typeinfo:eu-repo/semantics/publishedVersion
dc.typeinfo:eu-repo/semantics/bookPart
dc.typeinfo:ar-repo/semantics/parte de libro


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