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.
Saved in:
| Main Authors: | Iijima, Lucas, Attux, Romis |
|---|---|
| Format: | Online |
| Language: | Portuguese |
| Published: |
Universidade Estadual de Campinas
2019
|
| Subjects: | |
| Online Access: | https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/1802 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neuro-navegática: software developed for interaction with brain-computer interface to assist the process of school inclusion of people with cerebral palsy
by: Heidrich, Regina de Oliveira, et al.
Published: (2014)
by: Heidrich, Regina de Oliveira, et al.
Published: (2014)
Redes neurais profundas: implementação no contexto de reconhecimento de imagens
by: Bassi, Pedro, et al.
Published: (2019)
by: Bassi, Pedro, et al.
Published: (2019)
Fundamentals of Deep Neural Networks - application based on MLPS
by: Barretto, José, et al.
Published: (2019)
by: Barretto, José, et al.
Published: (2019)
Fundamentals of deep neural networks - application based in convolutional networks
by: Gonçalves, Rafael, et al.
Published: (2019)
by: Gonçalves, Rafael, et al.
Published: (2019)
Religious and political imagery in Latin America: what relationships are there between them?
by: Oro, Ari Pedro, et al.
Published: (2009)
by: Oro, Ari Pedro, et al.
Published: (2009)
Study of the phosphorus functional magnetic resonance spectroscopy technique for application to metabolite changes in the brain during visual stimulation
by: Neto, Emilio, et al.
Published: (2019)
by: Neto, Emilio, et al.
Published: (2019)
Learning ray tracing geometry intersections
by: Silva, Joao, et al.
Published: (2019)
by: Silva, Joao, et al.
Published: (2019)
Análise de classificadores para interfaces cérebro-computador
by: Santos, Silvia Mosquera, et al.
Published: (2019)
by: Santos, Silvia Mosquera, et al.
Published: (2019)
An introductory study to machine learning and its application to employee turnover prediction
by: Oliveira, João Pedro Pazinato Cruz de, et al.
Published: (2019)
by: Oliveira, João Pedro Pazinato Cruz de, et al.
Published: (2019)
Motor gesture: a gap between motor skills and movement assessment
by: Abensur , Márcio Rocha, et al.
Published: (2024)
by: Abensur , Márcio Rocha, et al.
Published: (2024)
Motor performance of children who practice sports activities
by: Bilibio, Hendiara Heitmann, et al.
Published: (2017)
by: Bilibio, Hendiara Heitmann, et al.
Published: (2017)
A computer simulation study on the influence of motor unit regionalization on the generation of surface myoelectric signals
by: Molinari, Ricardo Gonçalves, et al.
Published: (2019)
by: Molinari, Ricardo Gonçalves, et al.
Published: (2019)
Learning curves for the modeling of sugar cane productivity
by: Nisieimon, Vitor Hiroya, et al.
Published: (2019)
by: Nisieimon, Vitor Hiroya, et al.
Published: (2019)
Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas
by: Okita, Alexandre, et al.
Published: (2019)
by: Okita, Alexandre, et al.
Published: (2019)
Tangible interfaces and the design of educational environments for the co-construction of narratives
by: Gutiérrez, Julián, et al.
Published: (2015)
by: Gutiérrez, Julián, et al.
Published: (2015)
Cyberitmo : interfaces gestuais musicais inspiradas em instrumentos de percussão brasileiros
by: Novo Junior, José Eduardo Fornari
Published: (2016)
by: Novo Junior, José Eduardo Fornari
Published: (2016)
Enriching synthetic data with real noise using Neural Style Transfer
by: Takemoto, Naomi, et al.
Published: (2019)
by: Takemoto, Naomi, et al.
Published: (2019)
Automatic detection of diffraction-apex using fully convolutional networks
by: Coelho, Thamiris, et al.
Published: (2019)
by: Coelho, Thamiris, et al.
Published: (2019)
MOTOR DEVELOPMENT AND INFLUENCE OF FAMILY ENVIRONMENT AND SOCIO-ECONOMIC LEVEL
by: Zanella, Larissa Wagner, et al.
Published: (2015)
by: Zanella, Larissa Wagner, et al.
Published: (2015)
Dimensionamento de filas dos restaurantes
by: Sousa, Rafael Pereira de, et al.
Published: (2023)
by: Sousa, Rafael Pereira de, et al.
Published: (2023)
Desarrollo motor gruese: efectos de un programa de estimulación motriz, basado en juegos motores, para escolares con déficit motor del NB1, en un colegio particular de la ciudad de concepción, Chile
by: Rocha, Cristián Eduardo Luarte, et al.
Published: (2014)
by: Rocha, Cristián Eduardo Luarte, et al.
Published: (2014)
The use of tasks involving the four basic operations and mathematical problems in combating the progress of Alzheimer's disease
by: Guelta, Juari Micca Mostazo, et al.
Published: (2019)
by: Guelta, Juari Micca Mostazo, et al.
Published: (2019)
The motor machine of computerization
by: Castro, Murilo Cardoso de, et al.
Published: (2009)
by: Castro, Murilo Cardoso de, et al.
Published: (2009)
Handling classification errors by learning to reject classifications
by: Junior, Edson Duarte da Silva, et al.
Published: (2018)
by: Junior, Edson Duarte da Silva, et al.
Published: (2018)
Morphology and Formal Syntax and Interface Phenomena
by: Quarezemin, Sandra, et al.
Published: (2021)
by: Quarezemin, Sandra, et al.
Published: (2021)
Physical education and motor praxeology
by: Parlebas, Pierre, et al.
Published: (2020)
by: Parlebas, Pierre, et al.
Published: (2020)
Pesquisa sobre o uso de interface neural interativa em sistemas autônomos e outros
by: Miguel, Paulo Victor de Oliveira, et al.
Published: (2019)
by: Miguel, Paulo Victor de Oliveira, et al.
Published: (2019)
Interview with Francisco Lagardera, intellectual referent of physical education and the science of motor action
by: Ocariz Granja, Unai Saez de, et al.
Published: (2020)
by: Ocariz Granja, Unai Saez de, et al.
Published: (2020)
Programming of a robotic arm using PIC18F4550 microcontroller and direct current motors
by: Pozelli, Pedro, et al.
Published: (2019)
by: Pozelli, Pedro, et al.
Published: (2019)
Analysis of the physical performance of women in different motor skills during the phases of the menstrual cycle
by: Ribeiro, Isadora Cristina, et al.
Published: (2019)
by: Ribeiro, Isadora Cristina, et al.
Published: (2019)
Engaging society with imagery created by people who live psychiatric experiences: the Prinzhorn Collection Museum
by: Reily, Lucia, et al.
Published: (2024)
by: Reily, Lucia, et al.
Published: (2024)
Influence of visual feedback gain and contraction intensity on the discharge properties of motor units recruited in a force-matching task
by: Pinheiro, Felipe Colla, et al.
Published: (2019)
by: Pinheiro, Felipe Colla, et al.
Published: (2019)
Affective quality in computer systems: design for interaction for and with children in learning contexts
by: Hayashi, Elaine C. S., et al.
Published: (2015)
by: Hayashi, Elaine C. S., et al.
Published: (2015)
Humanism and homo sapiens
by: Moraes, João Quartim de, et al.
Published: (2005)
by: Moraes, João Quartim de, et al.
Published: (2005)
Unplugged computational thinking: analysis of the experience with the Pipe project
by: Borges, Karen Selbach, et al.
Published: (2020)
by: Borges, Karen Selbach, et al.
Published: (2020)
A half-century perspective on computational thinking
by: Kahn, Ken, et al.
Published: (2017)
by: Kahn, Ken, et al.
Published: (2017)
Gymnastics for all: what does Motor Praxeology say about it?
by: Menegaldo, Fernanda Raffi, et al.
Published: (2020)
by: Menegaldo, Fernanda Raffi, et al.
Published: (2020)
Special issue on Computational Thinking
by: Baranauskas, Maria Cecília Calani, et al.
Published: (2017)
by: Baranauskas, Maria Cecília Calani, et al.
Published: (2017)
Integration and assessment of computational thinking in middle school: a systematic review of the literature
by: Azevedo, Alysson Roberto Garcia, et al.
Published: (2026)
by: Azevedo, Alysson Roberto Garcia, et al.
Published: (2026)
Computer simulations in metaphysics: possibilities and limitations
by: Wheeler, Billy
Published: (2019)
by: Wheeler, Billy
Published: (2019)
Similar Items
-
Neuro-navegática: software developed for interaction with brain-computer interface to assist the process of school inclusion of people with cerebral palsy
by: Heidrich, Regina de Oliveira, et al.
Published: (2014) -
Redes neurais profundas: implementação no contexto de reconhecimento de imagens
by: Bassi, Pedro, et al.
Published: (2019) -
Fundamentals of Deep Neural Networks - application based on MLPS
by: Barretto, José, et al.
Published: (2019) -
Fundamentals of deep neural networks - application based in convolutional networks
by: Gonçalves, Rafael, et al.
Published: (2019) -
Religious and political imagery in Latin America: what relationships are there between them?
by: Oro, Ari Pedro, et al.
Published: (2009)