Martina Lapera Sancho

Mar 21, 2024 | biorxiv.org | Charles Ellis |Martina Lapera Sancho |Robyn Miller |Vince Calhoun

AbstractDeep learning methods are increasingly being applied to raw electroencephalogram (EEG) data. However, if these models are to be used in clinical or research contexts, methods to explain them must be developed, and if these models are to be used in research contexts, methods for combining explanations across large numbers of models must be developed to counteract the inherent randomness of existing training approaches.