Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG)
This paper presents a brain-computer interface (BCI) designed for patients affected with Amyotrophic lateral sclerosis (ALS) or with other diseases with Bulbar-Spinal Muscular Atrophy that affect the patient interaction with the environment. By using an EEG portable (Emotiv Epoc) we acquired neural...
- Autores:
-
Salguero López, Jennifer
- Tipo de recurso:
- Fecha de publicación:
- 2015
- Institución:
- Universidad Militar Nueva Granada
- Repositorio:
- Repositorio UMNG
- Idioma:
- spa
- OAI Identifier:
- oai:repository.unimilitar.edu.co:10654/7476
- Acceso en línea:
- http://hdl.handle.net/10654/7476
- Palabra clave:
- ELECTROENCEFALOGRAFIA (EEG)
PROCESAMIENTO DE SEÑALES
Emotiv EPOC
EEG signals
Neural Network
- Rights
- License
- http://purl.org/coar/access_right/c_abf2
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| dc.title.spa.fl_str_mv |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) |
| dc.title.translated.spa.fl_str_mv |
Design of a personal comunication device, based in EEG signals |
| title |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) |
| spellingShingle |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) ELECTROENCEFALOGRAFIA (EEG) PROCESAMIENTO DE SEÑALES Emotiv EPOC EEG signals Neural Network |
| title_short |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) |
| title_full |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) |
| title_fullStr |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) |
| title_full_unstemmed |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) |
| title_sort |
Diseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG) |
| dc.creator.fl_str_mv |
Salguero López, Jennifer |
| dc.contributor.advisor.spa.fl_str_mv |
Avilés Sánchez, Oscar Fernando |
| dc.contributor.author.spa.fl_str_mv |
Salguero López, Jennifer |
| dc.subject.lemb.spa.fl_str_mv |
ELECTROENCEFALOGRAFIA (EEG) PROCESAMIENTO DE SEÑALES |
| topic |
ELECTROENCEFALOGRAFIA (EEG) PROCESAMIENTO DE SEÑALES Emotiv EPOC EEG signals Neural Network |
| dc.subject.proposal.spa.fl_str_mv |
Emotiv EPOC EEG signals Neural Network |
| description |
This paper presents a brain-computer interface (BCI) designed for patients affected with Amyotrophic lateral sclerosis (ALS) or with other diseases with Bulbar-Spinal Muscular Atrophy that affect the patient interaction with the environment. By using an EEG portable (Emotiv Epoc) we acquired neural signals which were processed and used for make a choice in the initial prototype for healthy subjects. In this case, we have worked with EEG’s artifacts with the purpose of train and validate a neural network with seven different persons. With the results obtained, we can conclude that the Emotiv headset is a good alternative for the creation of technological devices, which purpose is to close the communication gap between a diseased patient and his environment. |
| publishDate |
2015 |
| dc.date.issued.none.fl_str_mv |
2015-12-14 |
| dc.date.accessioned.none.fl_str_mv |
2016-02-17T15:37:13Z 2019-12-26T22:09:57Z |
| dc.date.available.none.fl_str_mv |
2016-02-17T15:37:13Z 2019-12-26T22:09:57Z |
| dc.type.spa.fl_str_mv |
info:eu-repo/semantics/bachelorThesis |
| dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_7a1f |
| dc.type.local.spa.fl_str_mv |
Trabajo de grado |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/10654/7476 |
| url |
http://hdl.handle.net/10654/7476 |
| dc.language.iso.spa.fl_str_mv |
spa |
| language |
spa |
| dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| rights_invalid_str_mv |
http://purl.org/coar/access_right/c_abf2 |
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application/pdf |
| dc.coverage.spatial.spa.fl_str_mv |
Calle 100 |
| dc.publisher.department.spa.fl_str_mv |
Facultad de Ingenieríad |
| dc.publisher.program.spa.fl_str_mv |
Ingeniería en Mecatrónica |
| dc.publisher.grantor.spa.fl_str_mv |
Universidad Militar Nueva Granada |
| institution |
Universidad Militar Nueva Granada |
| bitstream.url.fl_str_mv |
http://repository.unimilitar.edu.co/bitstream/10654/7476/1/trabajo_de_grado_Jennifer_Salguero.pdf http://repository.unimilitar.edu.co/bitstream/10654/7476/2/license.txt http://repository.unimilitar.edu.co/bitstream/10654/7476/3/trabajo_de_grado_Jennifer_Salguero.pdf.txt http://repository.unimilitar.edu.co/bitstream/10654/7476/4/trabajo_de_grado_Jennifer_Salguero.pdf.jpg |
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Repositorio Institucional UMNG |
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bibliodigital@unimilitar.edu.co |
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| spelling |
Avilés Sánchez, Oscar FernandoSalguero López, JenniferIngeniero en MecatrónicaCalle 1002016-02-17T15:37:13Z2019-12-26T22:09:57Z2016-02-17T15:37:13Z2019-12-26T22:09:57Z2015-12-14http://hdl.handle.net/10654/7476This paper presents a brain-computer interface (BCI) designed for patients affected with Amyotrophic lateral sclerosis (ALS) or with other diseases with Bulbar-Spinal Muscular Atrophy that affect the patient interaction with the environment. By using an EEG portable (Emotiv Epoc) we acquired neural signals which were processed and used for make a choice in the initial prototype for healthy subjects. In this case, we have worked with EEG’s artifacts with the purpose of train and validate a neural network with seven different persons. With the results obtained, we can conclude that the Emotiv headset is a good alternative for the creation of technological devices, which purpose is to close the communication gap between a diseased patient and his environment.This paper presents a brain-computer interface (BCI) designed for patients affected with Amyotrophic lateral sclerosis (ALS) or with other diseases with Bulbar-Spinal Muscular Atrophy that affect the patient interaction with the environment. By using an EEG portable (Emotiv Epoc) we acquired neural signals which were processed and used for make a choice in the initial prototype for healthy subjects. In this case, we have worked with EEG’s artifacts with the purpose of train and validate a neural network with seven different persons. With the results obtained, we can conclude that the Emotiv headset is a good alternative for the creation of technological devices, which purpose is to close the communication gap between a diseased patient and his environment.Pregradoapplication/pdfspaDiseño de un prototipo de sistema de comunicación personal mediante el uso de señales de electroencefalografía (EEG)Design of a personal comunication device, based in EEG signalsinfo:eu-repo/semantics/bachelorThesisTrabajo de gradohttp://purl.org/coar/resource_type/c_7a1fELECTROENCEFALOGRAFIA (EEG)PROCESAMIENTO DE SEÑALESEmotiv EPOCEEG signalsNeural NetworkFacultad de IngenieríadIngeniería en MecatrónicaUniversidad Militar Nueva Granadahttp://purl.org/coar/access_right/c_abf2ORIGINALtrabajo_de_grado_Jennifer_Salguero.pdfapplication/pdf4567652http://repository.unimilitar.edu.co/bitstream/10654/7476/1/trabajo_de_grado_Jennifer_Salguero.pdf218e77b70db5bcbca60ec833214047d7MD51LICENSElicense.txttext/plain1521http://repository.unimilitar.edu.co/bitstream/10654/7476/2/license.txt57c1b5429c07cf705f9d5e4ce515a2f6MD52TEXTtrabajo_de_grado_Jennifer_Salguero.pdf.txtExtracted texttext/plain134857http://repository.unimilitar.edu.co/bitstream/10654/7476/3/trabajo_de_grado_Jennifer_Salguero.pdf.txt1253618bf8fb57f1932c590ac8a13d12MD53THUMBNAILtrabajo_de_grado_Jennifer_Salguero.pdf.jpgIM Thumbnailimage/jpeg5735http://repository.unimilitar.edu.co/bitstream/10654/7476/4/trabajo_de_grado_Jennifer_Salguero.pdf.jpg2512b74c8cf52b175d4837f9a27fed6fMD5410654/7476oai:repository.unimilitar.edu.co:10654/74762020-06-30 13:06:08.026Repositorio Institucional UMNGbibliodigital@unimilitar.edu.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 |