Neurophysiologically meaningful motor imagery EEG simulation with applications to data augmentation

Catalina M. Galván, Rubén D. Spies, Diego H. Milone, Victoria Peterson

Deep net detection and onset prediction of electrographic seizure patterns in responsive neurostimulation

Victoria Peterson, Vasileios Kokkinos, Enzo Ferrante, Ashley Walton, Timon Merk, Amir Hadanny, Varun Saravanan, Nathaniel Sisterson, Naoir Zaher, Alexandra Urban, R. Mark Richardson.

Transfer learning based on optimal transport for motor imagery Brain-Computer Interfaces

Victoria Peterson, Nicolás Nieto, Dominik Wyser, Olivier Lambercy, Roger Gassert, Diego H. Milone, Ruben Spies.

A feasibility study of a complete low-cost consumer-grade brain-computer interface system.

Victoria Peterson, Catalina Galván, Hugo Hernández, Ruben Spies.

A motor imagery vs. rest dataset with low-cost consumer grade EEG hardware

Victoria Peterson, Catalina Galván, Hugo Hernández, María Paula Saavedra, Ruben Spies.

Improving Feature Selection in Riemannian Tangent Space: a New Approach for MI-BCI Detection

Catalina Galván, Hugo Hernández, Ruben Spies, Victoria Peterson.