Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders

Ozan Ozdenizci, Ye Wang, Toshiaki Koike-Akino +1

We introduce adversarial neural networks for representation learning as a novel approach to transfer learning in brain-computer interfaces (BCIs). The proposed approach aims to lea…