Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces

no code implementations • 23 Aug 2022 • Xinbin Liang, Yaru Liu, Yang Yu, Kaixuan Liu, Yadong Liu, Zongtan Zhou

Significance: We improve the classification performance of 3 CNNs on 2 datasets by the use of TRM, indicating that it has the capability to mine the EEG spatial topological information.

Classification EEG