Diego R. Faria

A Study on Mental State Classification using EEG-based Brain-Machine Interface

Jordan J. Bird, Luis J. Manso, Eduardo Parente Ribeiro et al. · 2018 · 184 citations

Mental State Recognition, Neuropsychology, Mental State Classification +20

Cross-Domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG

Jordan J. Bird, Jhonatan Kobylarz, Diego R. Faria et al. · IEEE Access · 2020 · 98 citations · Full text

Cross-domain Mlp, Machine Learning, Emg Transfer +23

British Sign Language Recognition via Late Fusion of Computer Vision and Leap Motion with Transfer Learning to American Sign Language

Jordan J. Bird, Anikó Ekárt, Diego R. Faria · Sensors · 2020 · 87 citations · Full text

Multimodality Approach, Engineering, Machine Learning +23

A probabilistic approach for human everyday activities recognition using body motion from RGB-D images

Diego R. Faria, Cristiano Premebida, Urbano Nunes · 2014 · 85 citations

Physical Activity, Engineering, Machine Learning +27

Synthetic Biological Signals Machine-Generated by GPT-2 Improve the Classification of EEG and EMG Through Data Augmentation

Jordan J. Bird, Michael Pritchard, Antonio Fratini et al. · IEEE Robotics and Automation Letters · 2021 · 64 citations

Engineering, Machine Learning, Human Augmentation +25