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Ruiz-Pinales, Jose
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1

Multiclass Classification of Visual Electroencephalogram Ba..:

Mwata-Velu, Tat'y ; Zamora, Erik ; Vasquez-Gomez, Juan Irving..
Sensors.  24 (2024)  12 - p. 3968 , 2024
Link: https://doi.org/10.3390/..
 
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2

Motor Imagery Multi-Tasks Classification for BCIs Using the..:

Mwata-Velu, Tat'y ; Niyonsaba-Sebigunda, Edson ; Avina-Cervantes, Juan Gabriel...
Sensors.  23 (2023)  8 - p. 4164 , 2023
Link: https://doi.org/10.3390/..
 
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3

Quantum angle encoding with learnable rotation applied to q..:

Ovalle-Magallanes, Emmanuel ; Alvarado-Carrillo, Dora E. ; Avina-Cervantes, Juan Gabriel..
Applied Soft Computing.  141 (2023)  - p. 110307 , 2023
Link: https://doi.org/10.1016/..
 
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4

EEG-BCI Features Discrimination between Executed and Imagin..:

Mwata-Velu, Tat'y ; Navarro Rodríguez, Armando ; Mfuni-Tshimanga, Yanick...
Mathematics.  11 (2023)  21 - p. 4409 , 2023
Link: https://doi.org/10.3390/..
 
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5

Improving convolutional neural network learning based on a ..:

Ovalle-Magallanes, Emmanuel ; Avina-Cervantes, Juan Gabriel ; Cruz-Aceves, Ivan.
Computer Methods and Programs in Biomedicine.  219 (2022)  - p. 106767 , 2022
Link: https://doi.org/10.1016/..
 
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6

LRSE-Net: Lightweight Residual Squeeze-and-Excitation Netwo..:

Ovalle-Magallanes, Emmanuel ; Avina-Cervantes, Juan Gabriel ; Cruz-Aceves, Ivan.
Electronics.  11 (2022)  21 - p. 3570 , 2022
Link: https://doi.org/10.3390/..
 
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7

Improving Motor Imagery EEG Classification Based on Channel..:

Mwata-Velu, Tat'y ; Avina-Cervantes, Juan Gabriel ; Ruiz-Pinales, Jose...
Mathematics.  10 (2022)  13 - p. 2302 , 2022
Link: https://doi.org/10.3390/..
 
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8

Handwriting Recognition Based on 3D Accelerometer Data by D..:

Lopez-Rodriguez, Pedro ; Avina-Cervantes, Juan Gabriel ; Contreras-Hernandez, Jose Luis..
Applied Sciences.  12 (2022)  13 - p. 6707 , 2022
Link: https://doi.org/10.3390/..
 
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9

Hybrid classical–quantum Convolutional Neural Network for s..:

Ovalle-Magallanes, Emmanuel ; Avina-Cervantes, Juan Gabriel ; Cruz-Aceves, Ivan.
Expert Systems with Applications.  189 (2022)  - p. 116112 , 2022
Link: https://doi.org/10.1016/..
 
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10

Attention Mechanisms Evaluated on Stenosis Detection using ..:

Ovalle-Magallanes, Emmanuel ; Alvarado-Carrillo, Dora E. ; Avina-Cervantes, Juan Gabriel...
Journal of Advances in Applied & Computational Mathematics.  9 (2022)  - p. 62-75 , 2022
Link: https://doi.org/10.15377..
 
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11

Deep Learning-based Coronary Stenosis Detection in X-ray An..:

, In: Intelligent Systems Reference Library; Artificial Intelligence and Machine Learning for Healthcare,
Ovalle-Magallanes, Emmanuel ; Alvarado-Carrillo, Dora E. ; Avina-Cervantes, Juan Gabriel... - p. 197-223 , 2022
Link: https://doi.org/10.1007/..
 
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12

Empirical Mode Decomposition and a Bidirectional LSTM Archi..:

Mwata-Velu, Tat'y ; Ruiz-Pinales, Jose ; Avina-Cervantes, Juan Gabriel..
Journal of Advances in Applied & Computational Mathematics.  9 (2022)  - p. 32-48 , 2022
Link: https://doi.org/10.15377..
 
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13

Transfer Learning for Humanoid Robot Appearance-Based Local..:

Ovalle-Magallanes, Emmanuel ; Aldana-Murillo, Noe G. ; Avina-Cervantes, Juan Gabriel...
IEEE Access.  9 (2021)  - p. 6868-6877 , 2021
Link: https://doi.org/10.1109/..
 
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14

Imaginary Finger Movements Decoding Using Empirical Mode De..:

Mwata-Velu, Tat'y ; Avina-Cervantes, Juan Gabriel ; Cruz-Duarte, Jorge Mario..
Mathematics.  9 (2021)  24 - p. 3297 , 2021
Link: https://doi.org/10.3390/..
 
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15

Motor Imagery Classification Based on a Recurrent-Convoluti..:

Mwata-Velu, Tat'y ; Ruiz-Pinales, Jose ; Rostro-Gonzalez, Horacio...
Mathematics.  9 (2021)  6 - p. 606 , 2021
Link: https://doi.org/10.3390/..
 
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