selected publications
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academic article
- Evaluation of temporal, spatial and spectral filtering in CSP-based methods for decoding pedaling-based motor tasks using EEG signals 2024-5-1
- On the use of power-based connectivity between EEG and sEMG signals for three-weight classification during object manipulation tasks 2024-3-7
- Continuous reach-to-grasp motion recognition based on an extreme learning machine algorithm using sEMG signals 2024-1-1
- EEG motor imagery classification using deep learning approaches in naïve BCI users 2023-7-1
- Effects of the concentration level, eye fatigue and coffee consumption on the performance of a BCI system based on visual ERP-P300 2022-12-1
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chapter
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conference poster
- EEG-Based Classification of Passive Pedaling Speeds Using SVM. 3-13. 2024-1-1
- Enhancing Classification of Grasping Tasks Using Hybrid EEG-sEMG Features. 182-191. 2024-1-1
- Estimation of Pathological Gait Asymmetry of Lower-Limb Prosthetic Users at High and Low Walking Speeds. 33-43. 2024-1-1
- On the Comparison of Multilayer Perceptron and Extreme Learning Machine for Pedaling Recognition Using EEG. 19-29. 2024-1-1
- Analysis of EEG Rhythms during Four-Direction First-Person Reach-to-Grasp Kinesthetic Motor Imagery Tasks from the Same Limb 2023-1-1
- Detection of Pedaling Tasks through EEG Using Extreme Learning Machine for Lower-Limb Rehabilitation Brain-Computer Interfaces 2023-1-1
- Estimation of Limbs Angles Amplitudes During the Use of the Five Minute Shaper Device Using Artificial Neural Networks. 213-224. 2021-1-1
- Exploring the Facial and Neurological Activation Due to Predetermined Visual Stimulus Using Kinect and Emotiv Sensors. 268-280. 2020-1-1
- A Biomechanical Analysis of Free Squat Exercise Employing Self-Organizing Maps 2019-6-1