activity
20212024
most citedEEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks

24 citations · 33 across the 7 of their papers we have counts for

collaborators
Showing 2022 · eess.SPShow all

2 papers · 2 filters

eess.SP2022

Federated deep transfer learning for EEG decoding using multiple BCI tasks

Xiaoxi Wei, A. Aldo Faisal

Deep learning has been successful in BCI decoding. However, it is very data-hungry and requires pooling data from multiple sources. EEG data from various sources decrease the decod…

eess.SP2022★ 1 cited

2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets

Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup +18

Transfer learning and meta-learning offer some of the most promising avenues to unlock the scalability of healthcare and consumer technologies driven by biosignal data. This is bec…