Implementation of a brain-computer interface based on motor imagery
In this work, a Brain-Computer Interface based on motor imagery was implemented focusing on the signal processing stage. Methods based on machine learning were used along with feature selection techniques on the treatment and classification of data.
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| Main Authors: | , |
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| Format: | Online |
| Language: | Portuguese |
| Published: |
Universidade Estadual de Campinas
2019
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| Subjects: | |
| Online Access: | https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/1802 |
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| _version_ | 1864358904742281216 |
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| author | Iijima, Lucas Attux, Romis |
| author_facet | Iijima, Lucas Attux, Romis |
| author_sort | Iijima, Lucas |
| collection | Portal de Eventos Científicos da UNICAMP |
| container_reference | Revista dos Trabalhos de Iniciação Científica da UNICAMP; n. 27 (2019): Congresso de Iniciação Científica UNICAMP; 1-1 |
| description | In this work, a Brain-Computer Interface based on motor imagery was implemented focusing on the signal processing stage. Methods based on machine learning were used along with feature selection techniques on the treatment and classification of data. |
| first_indexed | 2025-10-08T13:55:22Z |
| format | Online |
| id | ojs-article-1802 |
| institution | Universidade Estadual de Campinas |
| issn | 2596-1969 |
| language | por |
| last_indexed | 2025-10-08T13:55:22Z |
| publishDate | 2019 |
| publisher | Universidade Estadual de Campinas |
| record_format | ojs |
| spelling | ojs-article-18022025-09-26T14:39:16Z Implementation of a brain-computer interface based on motor imagery Iijima, Lucas Attux, Romis Brain-computer interface Motor imagery Machine learning In this work, a Brain-Computer Interface based on motor imagery was implemented focusing on the signal processing stage. Methods based on machine learning were used along with feature selection techniques on the treatment and classification of data. Universidade Estadual de Campinas 2019-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Artigo de convidado application/pdf https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/1802 10.20396/revpibic2720191802 Revista dos Trabalhos de Iniciação Científica da UNICAMP; n. 27 (2019): Congresso de Iniciação Científica UNICAMP; 1-1 2596-1969 por https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/1802/3092 Copyright (c) 2019 Revista dos Trabalhos de Iniciação Científica da UNICAMP http://creativecommons.org/licenses/by/4.0 |
| spellingShingle | Iijima, Lucas Attux, Romis Brain-computer interface Motor imagery Machine learning Implementation of a brain-computer interface based on motor imagery |
| title | Implementation of a brain-computer interface based on motor imagery |
| title_full | Implementation of a brain-computer interface based on motor imagery |
| title_fullStr | Implementation of a brain-computer interface based on motor imagery |
| title_full_unstemmed | Implementation of a brain-computer interface based on motor imagery |
| title_short | Implementation of a brain-computer interface based on motor imagery |
| title_sort | implementation of a brain-computer interface based on motor imagery |
| topic | Brain-computer interface Motor imagery Machine learning |
| url | https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/1802 |
| work_keys_str_mv | AT iijimalucas implementationofabraincomputerinterfacebasedonmotorimagery AT attuxromis implementationofabraincomputerinterfacebasedonmotorimagery |
