Marko Angjelichinoski

Deep James-Stein Neural Networks For Brain-Computer Interfaces

Nonparametric regression has proven to be successful in extracting features from limited data in neurological applications. However, due to data scarcity, most brain-computer interfaces still rely on linear classifiers. This work leverages the robustness of the James-Stein theorem in nonparametric r…