Brain Machine Interfaces

Intensity and Dose of Neuromuscular Electrical Stimulation Influence Sensorimotor Cortical Excitability

Study about the relevance of intensity and dose of NMES, and how these parameters can influence the recruitment of the sensorimotor pathways from the muscle to the brain.

Factors that affect error potentials during a grasping task: toward a hybrid natural movement decoding BCI

Study on how to combine neural correlates of natural movements and interaction error-related potentials (ErrP) to perform a 3D reaching task, focusing on the impact that such factors have on the evoked ErrP signatures and in their classification.

Analysis and asynchronous detection of gradually unfolding errors during monitoring tasks

Application of transfer learning to asynchronously detect gradual errors from EEG signals during a continuous trajectory monitoring task and post-hoc analysis of the decoded neural correlates.