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...

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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
Descripción
Sumario: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.
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