Detection of Pedaling Tasks through EEG Using Extreme Learning Machine for Lower-Limb Rehabilitation Brain-Computer Interfaces
Blanco-Diaz, C.F, Guerrero-Mendez, C.D., Bastos-Filho, T.F., Ruiz-Olaya, A.F., Jaramillo-Isaza, S.
Published in 2023 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI) (26.07.2023)
Published in 2023 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI) (26.07.2023)
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Conference Proceeding
Methodology based on machine learning through neck motion and POF-based pressure sensors for wheelchair operation
Gonzalez-Cely, A.X., Blanco-Diaz, Cristian Felipe, Delisle-Rodriguez, D., Diaz, Camilo A.R., Bastos-Filho, T.F., Krishnan, S.
Published in Sensors and actuators. A. Physical. (16.04.2024)
Published in Sensors and actuators. A. Physical. (16.04.2024)
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Journal Article
Assessing Network Communication Metrics in Cloud-Based BCI Performance for Remote Wheelchair Training of Novice Users
Rivera-Flor, H., Guerrero-Mendez, C. D, Delisle-Rodriguez, D., Mello, R., Bastos-Filho, T. F.
Published in 2024 IEEE Colombian Conference on Communications and Computing (COLCOM) (21.08.2024)
Published in 2024 IEEE Colombian Conference on Communications and Computing (COLCOM) (21.08.2024)
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Conference Proceeding
Enhancing complex upper-limb motor imagery discrimination through an incremental training strategy
Guerrero-Mendez, C.D., Blanco-Diaz, Cristian F., Rivera-Flor, H., Badue, C., De Souza, A. Ferreira, Delisle-Rodriguez, D., Bastos-Filho, T.F.
Published in Biomedical signal processing and control (01.01.2025)
Published in Biomedical signal processing and control (01.01.2025)
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Journal Article
Compressive sensing applied to SSVEP-based brain–computer interface in the cloud for online control of a virtual wheelchair
Rivera-Flor, H., Guerrero-Mendez, C.D., Hernandez-Ossa, K.A., Delisle-Rodriguez, D., Mello, R., Bastos-Filho, T.F.
Published in Biomedical signal processing and control (01.03.2024)
Published in Biomedical signal processing and control (01.03.2024)
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Journal Article
On the use of power-based connectivity between EEG and sEMG signals for three-weight classification during object manipulation tasks
Guerrero-Mendez, C.D., Blanco-Díaz, C. F., Duarte-Gonzalez, M. E., Bastos-Filho, T. F., Jaramillo-Isaza, S., Ruiz-Olaya, A. F.
Published in Research on biomedical engineering (2024)
Published in Research on biomedical engineering (2024)
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Journal Article
A strategy to avoid dynamic and static obstacles for robotic wheelchairs
Brandão, A S, de la Cruz, C, Bastos-Filho, T F, Sarcinelli-Filho, M
Published in 2010 IEEE International Symposium on Industrial Electronics (01.07.2010)
Published in 2010 IEEE International Symposium on Industrial Electronics (01.07.2010)
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Conference Proceeding
Mobile robot navigation based on the fusion of control signals from different controllers
Freire, E. O., Carelli, R., Mut, V., Soria, C. M., Bastos-Filho, T. F., Sarcinelli-Filho, M.
Published in 2001 European Control Conference (ECC) (01.09.2001)
Published in 2001 European Control Conference (ECC) (01.09.2001)
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Conference Proceeding
Journal Article
Incremental HMM training applied to ECG signal analysis
Andreão, Rodrigo V, Muller, Sandra M.T, Boudy, Jérôme, Dorizzi, Bernadette, Bastos-Filho, Teodiano F, Sarcinelli-Filho, Mário
Published in Computers in biology and medicine (01.06.2008)
Published in Computers in biology and medicine (01.06.2008)
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Journal Article
A trajectory tracking controller with dynamic gains for mobile robots
Resende, C. Z., Espinosa, F., Bravo, I., Sarcinelli-Filho, M., Bastos-Filho, T. F.
Published in 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.09.2011)
Published in 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.09.2011)
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Conference Proceeding
Evaluation of feature extraction techniques in emotional state recognition
Bastos-Filho, T. F., Ferreira, A., Atencio, A. C., Arjunan, S., Kumar, D.
Published in 2012 4th International Conference on Intelligent Human Computer Interaction (IHCI) (01.12.2012)
Published in 2012 4th International Conference on Intelligent Human Computer Interaction (IHCI) (01.12.2012)
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Conference Proceeding
Using a SSVEP-BCI to command a robotic wheelchair
Muller, S. M. T., Bastos-Filho, T. F., Sarcinelli-Filho, M.
Published in 2011 IEEE International Symposium on Industrial Electronics (01.06.2011)
Published in 2011 IEEE International Symposium on Industrial Electronics (01.06.2011)
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Conference Proceeding
SSVEP-BCI implementation for 37-40 Hz frequency range
Muller, S. M. T., Diez, P. F., Bastos-Filho, T. F., Sarcinelli-Filho, M., Mut, V., Laciar, E.
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
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Conference Proceeding
Journal Article
Capture protocol of forearm sEMG signals with four channels in healthy and amputee people
Sarmiento, J. F., Tello, R. G., Benevides, A. B., Costa, R. M., Frizera-Neto, A., Bastos-Filho, T. F., Arjunan, S. P.
Published in 2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC) (01.01.2012)
Published in 2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC) (01.01.2012)
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Conference Proceeding
Myoelectric control of a virtual hand based on third-order cumulants
Orosco, E. C., Godinez, R., Lopez, N. M., Ariunan, S., Kumar, D. K., Bastos-Filho, T. F., di Sciacio, F.
Published in 2013 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC) (01.02.2013)
Published in 2013 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC) (01.02.2013)
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Conference Proceeding
Use of myoelectric signals to command mobile entertainment robot by disabled children: Design and control architecture
Ferasoli-Filho, H., Caldeira, M. A. C., Pegoraro, R., Franco dos Reis Alves, Silas, Valadao, C., Bastos-Filho, T. F.
Published in 2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC) (01.01.2012)
Published in 2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC) (01.01.2012)
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Conference Proceeding