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Tat'y Mwata-Velu
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Motor imagery classification based on a recurrent-convolutional architecture to control a hexapod robot
T Mwata-Velu, J Ruiz-Pinales, H Rostro-Gonzalez, MA Ibarra-Manzano, ...
Mathematics 9 (6), 606, 2021
242021
Imaginary finger movements decoding using empirical mode decomposition and a stacked BiLSTM architecture
T Mwata-Velu, JG Avina-Cervantes, JM Cruz-Duarte, H Rostro-Gonzalez, ...
Mathematics 9 (24), 3297, 2021
192021
Improving motor imagery EEG classification based on channel selection using a deep learning architecture
T Mwata-Velu, JG Avina-Cervantes, J Ruiz-Pinales, TA Garcia-Calva, ...
Mathematics 10 (13), 2302, 2022
182022
Rotor speed estimation for half-broken bar detection in induction motors using Kalman filtering
T Garcia-Calva, D Morinigo-Sotelo, A Garcia-Perez, K Uribe-Murcia
Measurement Science and Technology 35 (7), 076115, 2024
22024
Motor Imagery Multi-Tasks Classification for BCIs Using the NVIDIA Jetson TX2 Board and the EEGNet Network
T Mwata-Velu, E Niyonsaba-Sebigunda, JG Avina-Cervantes, ...
Sensors 23 (8), 4164, 2023
22023
EEG-BCI Features Discrimination between Executed and Imagined Movements Based on FastICA, Hjorth Parameters, and SVM
T Mwata-Velu, A Navarro Rodríguez, Y Mfuni-Tshimanga, ...
Mathematics 11 (21), 4409, 2023
12023
Empirical mode decomposition and a bidirectional LSTM architecture used to decode individual finger MI-EEG signals
J Ruiz-Pinales, JG Avina-Cervantes, JJ Gonzalez-Barbosa, ...
Journal of Advances in Applied & Computational Mathematics 9, 32-48, 2022
12022
Multiclass Classification of Visual Electroencephalogram Based on Channel Selection, Minimum Norm Estimation Algorithm, and Deep Network Architectures
T Mwata-Velu, E Zamora, JI Vasquez-Gomez, J Ruiz-Pinales, H Sossa
Sensors 24 (12), 3968, 2024
2024
EEG-Visual Multiclass Classification Based on a Channel Selection, MNE Algorithm and Deep Network Architectures
T Mwata-Velu, E Zamora, JI Vasquez-Gomez, J Ruiz-Pinales, JHS Azuela
2024
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