| 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 | 26 | 2021 |
| 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 | 23 | 2022 |
| 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 | 20 | 2021 |
| 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 | 4 | 2023 |
| 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 | 3 | 2023 |
| 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 | 2 | 2024 |
| 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 | 1 | 2022 |
| 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 |
Horacio Rostro-GonzalezUniversitat Ramon LlullVerified email at iqs.url.edu
