Brain computer interface to answer yes-no questions

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The aim of this work is to design, implement and validate a primary communication system based on a brain-computer interface. There are people who-for various reasons-are affected in their ability to externalize their communication, however, they receive and process information from different source...

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Detalles Bibliográficos
Autores: Roman Gonzalez, Avid, Vargas Cuentas, Natalia, Hoyos, Miguel, Diaz, Joel, Zimic, Mirko
Formato: objeto de conferencia
Fecha de Publicación:2017
Institución:Universidad de Ciencias y Humanidades
Repositorio:UCH-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.uch.edu.pe:uch/336
Enlace del recurso:http://repositorio.uch.edu.pe/handle/uch/336
https://ieeexplore.ieee.org/document/8095323
http://dx.doi.org/10.1109/BIOSMART.2017.8095323
Nivel de acceso:acceso embargado
Materia:Brain
Communication systems
Data acquisition
Electroencephalography
Interfaces (computer)
Signal processing
Computer analysis
Data acquisition system
Electrical signal
Healthy volunteers
Pattern analysis
Process information
Signal processing technique
Brain computer interface
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spelling Roman Gonzalez, AvidVargas Cuentas, NataliaHoyos, MiguelDiaz, JoelZimic, Mirko30 August 2017 through 1 September 20172019-08-18T18:18:06Z2019-08-18T18:18:06Z2017-08Roman Gonzalez, A., Vargas Cuentas, N., Hoyos, M., Diaz, J., & Zimic, M. (Agosto, 2017). Brain computer interface to answer yes-no questions. En 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Francia.http://repositorio.uch.edu.pe/handle/uch/336https://ieeexplore.ieee.org/document/8095323http://dx.doi.org/10.1109/BIOSMART.2017.809532310.1109/BIOSMART.2017.8095323International Conference on Bio-Engineering for Smart Technologies BioSMART2-s2.0-85040537614The aim of this work is to design, implement and validate a primary communication system based on a brain-computer interface. There are people who-for various reasons-are affected in their ability to externalize their communication, however, they receive and process information from different sources. This system would allow basic communication-allowing the user to answer closed questions-through thought. The system was implemented by analyzing and interpreting electrical signals from brain activity, collected through electrodes attached to the scalp. The analog electrical signals were received by a data acquisition system and digitized for computer analysis. We implemented different signal processing techniques, pattern analysis, and classification and discrimination methods. By analyzing these signals and interpreting the electrical patterns, was achieved understand answers to simple questions. The system has been validated testing with healthy volunteers in the laboratory, obtaining good results.Submitted by sistemas uch (sistemas@uch.edu.pe) on 2019-08-18T18:18:06Z No. of bitstreams: 1 REPOSITORIO.pdf: 29656 bytes, checksum: 04319d67592b306412ce804f495f0004 (MD5)Made available in DSpace on 2019-08-18T18:18:06Z (GMT). No. of bitstreams: 1 REPOSITORIO.pdf: 29656 bytes, checksum: 04319d67592b306412ce804f495f0004 (MD5) Previous issue date: 2017-08engInstitute of Electrical and Electronics Engineers Inc.info:eu-repo/semantics/article2nd International Conference on Bio-Engineering for Smart Technologies, BioSMART 2017info:eu-repo/semantics/embargoedAccessRepositorio Institucional - UCHUniversidad de Ciencias y Humanidadesreponame:UCH-Institucionalinstname:Universidad de Ciencias y Humanidadesinstacron:UCHBrainCommunication systemsData acquisitionElectroencephalographyInterfaces (computer)Signal processingComputer analysisData acquisition systemElectrical signalHealthy volunteersPattern analysisProcess informationSignal processing techniqueBrain computer interfaceBrain computer interface to answer yes-no questionsinfo:eu-repo/semantics/conferenceObjectuch/336oai:repositorio.uch.edu.pe:uch/3362019-12-20 18:34:00.813Repositorio UCHuch.dspace@gmail.com
dc.title.en_PE.fl_str_mv Brain computer interface to answer yes-no questions
title Brain computer interface to answer yes-no questions
spellingShingle Brain computer interface to answer yes-no questions
Roman Gonzalez, Avid
Brain
Communication systems
Data acquisition
Electroencephalography
Interfaces (computer)
Signal processing
Computer analysis
Data acquisition system
Electrical signal
Healthy volunteers
Pattern analysis
Process information
Signal processing technique
Brain computer interface
title_short Brain computer interface to answer yes-no questions
title_full Brain computer interface to answer yes-no questions
title_fullStr Brain computer interface to answer yes-no questions
title_full_unstemmed Brain computer interface to answer yes-no questions
title_sort Brain computer interface to answer yes-no questions
author Roman Gonzalez, Avid
author_facet Roman Gonzalez, Avid
Vargas Cuentas, Natalia
Hoyos, Miguel
Diaz, Joel
Zimic, Mirko
author_role author
author2 Vargas Cuentas, Natalia
Hoyos, Miguel
Diaz, Joel
Zimic, Mirko
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Roman Gonzalez, Avid
Vargas Cuentas, Natalia
Hoyos, Miguel
Diaz, Joel
Zimic, Mirko
dc.subject.en.fl_str_mv Brain
Communication systems
Data acquisition
Electroencephalography
Interfaces (computer)
Signal processing
Computer analysis
Data acquisition system
Electrical signal
Healthy volunteers
Pattern analysis
Process information
Signal processing technique
Brain computer interface
topic Brain
Communication systems
Data acquisition
Electroencephalography
Interfaces (computer)
Signal processing
Computer analysis
Data acquisition system
Electrical signal
Healthy volunteers
Pattern analysis
Process information
Signal processing technique
Brain computer interface
description The aim of this work is to design, implement and validate a primary communication system based on a brain-computer interface. There are people who-for various reasons-are affected in their ability to externalize their communication, however, they receive and process information from different sources. This system would allow basic communication-allowing the user to answer closed questions-through thought. The system was implemented by analyzing and interpreting electrical signals from brain activity, collected through electrodes attached to the scalp. The analog electrical signals were received by a data acquisition system and digitized for computer analysis. We implemented different signal processing techniques, pattern analysis, and classification and discrimination methods. By analyzing these signals and interpreting the electrical patterns, was achieved understand answers to simple questions. The system has been validated testing with healthy volunteers in the laboratory, obtaining good results.
publishDate 2017
dc.date.accessioned.none.fl_str_mv 2019-08-18T18:18:06Z
dc.date.available.none.fl_str_mv 2019-08-18T18:18:06Z
dc.date.issued.fl_str_mv 2017-08
dc.type.en_PE.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
dc.identifier.citation.en_PE.fl_str_mv Roman Gonzalez, A., Vargas Cuentas, N., Hoyos, M., Diaz, J., & Zimic, M. (Agosto, 2017). Brain computer interface to answer yes-no questions. En 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Francia.
dc.identifier.uri.none.fl_str_mv http://repositorio.uch.edu.pe/handle/uch/336
https://ieeexplore.ieee.org/document/8095323
http://dx.doi.org/10.1109/BIOSMART.2017.8095323
dc.identifier.doi.en_PE.fl_str_mv 10.1109/BIOSMART.2017.8095323
dc.identifier.journal.en_PE.fl_str_mv International Conference on Bio-Engineering for Smart Technologies BioSMART
dc.identifier.scopus.none.fl_str_mv 2-s2.0-85040537614
identifier_str_mv Roman Gonzalez, A., Vargas Cuentas, N., Hoyos, M., Diaz, J., & Zimic, M. (Agosto, 2017). Brain computer interface to answer yes-no questions. En 2nd International Conference on Bio-engineering for Smart Technologies (BioSMART), Francia.
10.1109/BIOSMART.2017.8095323
International Conference on Bio-Engineering for Smart Technologies BioSMART
2-s2.0-85040537614
url http://repositorio.uch.edu.pe/handle/uch/336
https://ieeexplore.ieee.org/document/8095323
http://dx.doi.org/10.1109/BIOSMART.2017.8095323
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.en_PE.fl_str_mv info:eu-repo/semantics/article
dc.relation.ispartof.none.fl_str_mv 2nd International Conference on Bio-Engineering for Smart Technologies, BioSMART 2017
dc.rights.en_PE.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
dc.coverage.temporal.none.fl_str_mv 30 August 2017 through 1 September 2017
dc.publisher.en_PE.fl_str_mv Institute of Electrical and Electronics Engineers Inc.
dc.source.en_PE.fl_str_mv Repositorio Institucional - UCH
Universidad de Ciencias y Humanidades
dc.source.none.fl_str_mv reponame:UCH-Institucional
instname:Universidad de Ciencias y Humanidades
instacron:UCH
instname_str Universidad de Ciencias y Humanidades
instacron_str UCH
institution UCH
reponame_str UCH-Institucional
collection UCH-Institucional
repository.name.fl_str_mv Repositorio UCH
repository.mail.fl_str_mv uch.dspace@gmail.com
_version_ 1835549006900494336
score 13.92416
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