RSVP speller implementation for OpenViBE as a brain-computer interface
"In neuroscience, the P300 wave is a positive deflection in the human event-related potential. It is considered to be an endogenous potential, as its occurrence links not to the physical attributes of a stimulus, but to a person’s reaction to it. Therefore, it is possible to train a signal proc...
Guardado en:
| Autores principales: | , |
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| Otros Autores: | |
| Formato: | Proyecto final de Grado |
| Lenguaje: | Inglés |
| Publicado: |
2021
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| Materias: | |
| Acceso en línea: | http://ri.itba.edu.ar/handle/123456789/3423 |
| Aporte de: |
| Sumario: | "In neuroscience, the P300 wave is a positive deflection in the human event-related potential. It is considered to be an endogenous potential, as its occurrence links not to the physical attributes of a stimulus, but to a person’s reaction to it. Therefore, it is possible to train a signal processing and classifier pipeline to learn how a person's brain reacts to different stimulus and allow a person to trigger actions in a computer using only brainwaves. In this context, OpenViBE is an open source software platform that
enables to design, test and use Brain-Computer Interfaces (BCIs) such as Spellers: BCIs that allows people to write on a software by only using their brain activity. OpenViBE already includes a speller, but it cannot be used by patients with visual disabilities. Rapid serial visual presentation (RSVP) is a new paradigm of spelling, gaze-independent. Therefore, the objective of this work is to analyze, expose and explain the implementation of this new methodology as a new plugin in the OpenViBE platform, for all the BCI community worldwide." |
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