IEEE

CT-DCENet: Deep EEG Denoising via CNN-Transformer-Based Dual-Stage Collaborative Ensemble Learning

Abstract: Electroencephalogram (EEG) artifact removal has been investigated for decades with the goal of reconstructing the clean signals for the subsequent EEG analysis. However, existing denoising ...
IEEE

Fine-grained EEG emotion recognition using lite residual convolution-based transformer neural network

Abstract: Current electroencephalogram (EEG)-based emotion recognition research confronts two main challenges. On the one hand, most EEG emotion datasets have limited stimulus diversity and ...
GitHub

Picard : Preconditioned ICA for Real Data

This repository hosts Python/Octave/Matlab code of the Preconditioned ICA for Real Data (Picard) and Picard-O algorithms. See the documentation. Picard is an algorithm for maximum likelihood ...