Accessible EEG Classification with Attention-Based Neural Networks

Abstract

To mitigate problems with noisy electroencephalogram (EEG) data and financially inaccessible medical-grade EEG devices, we present 2 NLP-inspired attention-based neural networks to improve classification accuracy, tested on 3 unique datasets.