EEG preprocessing for synchronization estimation and epilepsy lateralization. - Hugo Vélez-Pérez; Rebeca Romo-Vázquez; Radu Ranta; Valérie Louis-Dorr; Louis Maillard (EMBC, 2011)

Blind source separation, wavelet denoising and discriminant analysis for EEG artefacts and noise cancelling. - Rebeca Romo-Vázquez; Hugo Vélez-Pérez; Radu Ranta; Valérie Louis-Dorr; Didier Maquin; Louis Maillard (Biomed. Signal Process. Control., 2012)

Data Mining for the Analysis of Eye Tracking Records. - R. Nava Martinez; Fabiola R. Gómez-Velázquez; Eduardo Gerardo Mendizabal Ruiz; Andrés A. González-Garrido; Hugo Vélez-Pérez; I. Vergara-Basulto (CCE, 2018)

Decoding the torque of lower limb joints from EEG recordings of pre-gait movements using a machine learning scheme. - Luis Mercado; Lucero Alvarado; Griselda Quiroz-Compeán; Rebeca Romo-Vazquez; Hugo Vélez-Pérez; Miguel Angel Platas-Garza; Andrés A. González-Garrido; Jesús Emmanuel Gómez-Correa; José Alejandro Morales; Angel Rodríguez-Liñán; Luis M. Torres-Treviño; José Maria Azorín (Neurocomputing, 2021)

Multilayer Network Approach in EEG Motor Imagery with an Adaptive Threshold. - César Covantes-Osuna; Jhonatan B. López; Omar Paredes; Hugo Vélez-Pérez; Rebeca Romo-Vázquez (Sensors, 2021)

Embedded Machine Learning System for Muscle Patterns Detection in a Patient with Shoulder Disarticulation. - Erick Guzmán-Quezada; Claudia Mancilla-Jiménez; Fernanda Rosas-Agraz; Rebeca Romo-Vázquez; Hugo Vélez-Pérez (Sensors, 2024)