The Challenge of Out-Of-Distribution Detection in Motor Imagery BCIs

Merlijn Quincent Mulder, Matias Valdenegro-Toro, Andreea Ioana Sburlea +1

Machine Learning classifiers used in Brain-Computer Interfaces make classifications based on the distribution of data they were trained on. When they need to make inferences on sam…