Brain computer interface to answer yes-no questions
Descripción del Articulo
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...
| Autores: | , , , , |
|---|---|
| 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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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 |
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Universidad de Ciencias y Humanidades |
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UCH |
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UCH |
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UCH-Institucional |
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UCH-Institucional |
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Repositorio UCH |
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uch.dspace@gmail.com |
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1835549006900494336 |
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13.92416 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).