- Artificial intelligence and machine learning.- EEG-based classification of passive pedaling speeds using SVM: a promising approach for enhancing lower limb rehabilitation technologies.- Data augmentation by adaptative targeted zoom for MRI brain tumor segmentation.- Riemannian electrocardiographic signal classification.- Computational neuroscience.- Evaluation of Wnt/β-Catenin pathway modulation on CA3-CA1 synaptic plasticity model.- In silico application of the epsilon-greedy algorithm for frequency optimization of electrical neurostimulation for hypersynchronous disorders.- Fuzzy control with Central Pattern Generators for the locomotion of quadruped robotic systems.

- Brain-Computer Interfaces.- Comparison of visual and kinesthetic motor imagery for upper limb activity.- Effect of imagery training on biomechanical aspects of a sport skill in gymnasts of the Met Chia Club.- Influence of delays in functional connectivity to distinguish motor imagery tasks.- Impact of ocular artifact removal on EEG-based color classification for locked-in syndrome BCI communication.