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Gonzalez-Cely, A. X.; Blanco-Diaz, C. F.; Delisle-Rodriguez, D.; Bastos-Filho, Teodiano

EEG-Based Multi-Class Classification for Recognizing Pedaling Velocities: A Promising Approach for Brain-Computer Interface-Enhanced Lower-Limb Robotic Rehabilitation Open new browser tab

(2024)

Blanco-Diaz, Cristian Felipe; Guerrero-Mendez, Cristian David; de Andrade, Rafhael Milanezi; Badue, Claudine; De Souza, Alberto Ferreira; Delisle-Rodriguez, Denis; Bastos-Filho, Teodiano

Decoding lower-limb kinematic parameters during pedaling tasks using deep learning approaches and EEG Open new browser tab

(2024)

Guerrero-Mendez, C. D.; Blanco-Díaz, C. F.; Duarte-Gonzalez, M. E.; Bastos-Filho, T. F.; Jaramillo-Isaza, S.; Ruiz-Olaya, A. F.

On the use of power-based connectivity between EEG and sEMG signals for three-weight classification during object manipulation tasks Open new browser tab

(2024)

Blanco-Diaz, Cristian Felipe; Guerrero-Mendez, Cristian David; Delisle-Rodriguez, Denis; de Souza, Alberto Ferreira; Badue, Claudine; Bastos-Filho, Teodiano Freire

Lower-limb kinematic reconstruction during pedaling tasks from EEG signals using Unscented Kalman filter Open new browser tab

(2024)

Gonzalez-Cely, A. X.; Blanco-Diaz, Cristian Felipe; Delisle-Rodriguez, D.; Diaz, Camilo A. R.; Bastos-Filho, T. F.; Krishnan, S.

Methodology based on machine learning through neck motion and POF-based pressure sensors for wheelchair operation Open new browser tab

(2024)

Guerrero-Mendez, Cristian David; Blanco-Diaz, Cristian Felipe; Rivera-Flor, Hamilton; Fabriz-Ulhoa, Pedro Henrique; Fragoso-Dias, Eduardo Antonio; de Andrade, Rafhael Milanezi; Delisle-Rodriguez, Denis; Bastos-Filho, Teodiano Freire

Influence of Temporal and Frequency Selective Patterns Combined with CSP Layers on Performance in Exoskeleton-Assisted Motor Imagery Tasks Open new browser tab

(2024)

Gonzalez-Cely, Aura Ximena; Blanco-Diaz, Cristian Felipe; Bastos-Filho, Teodiano; Rodriguez-Diaz, Camilo Arturo

Real-Time Posture Identification System for Wheelchair Users Preventing the Generation of Pressure Ulcers Open new browser tab

(2024)

Bastos-Filho, T. F.; Villa-Parra, A. C.; Guerrero-Méndez, C. D.; González-Cely, A. X.; Blanco Diaz, Cristian Felipe.; Delisle-Rodríguez, D.; Igasaki, T.

A novel methodology based on static visual stimuli and kinesthetic motor imagery for upper limb neurorehabilitation Open new browser tab

(2024)

Blanco-Díaz, Cristian Felipe; Guerrero-Mendez, Cristian David; Delisle-Rodriguez, Denis; Jaramillo-Isaza, Sebastián; Ruiz-Olaya, Andrés Felipe; Frizera-Neto, Anselmo; Ferreira de Souza, Alberto; Bastos-Filho, Teodiano

Evaluation of temporal, spatial and spectral filtering in CSP-based methods for decoding pedaling-based motor tasks using EEG signals Open new browser tab

(2024)

Guerrero-Mendez, Cristian D.; Lopez-Delis, Alberto; Blanco-Diaz, Cristian F.; Bastos-Filho, Teodiano F.; Jaramillo-Isaza, Sebastian; Ruiz-Olaya, Andres F.

Continuous reach-to-grasp motion recognition based on an extreme learning machine algorithm using sEMG signals Open new browser tab

(2024)

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