EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning

no code implementations • 1 Aug 2023 • Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad

We pre-train our model using self-supervised masked autoencoding on emotion-related EEG datasets and use transfer learning with both frozen weights and fine-tuning to perform downstream cognitive load classification.

Classification Decision Making +2