CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
[ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
[ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
[NeurIPS 2025] SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding
Reproducible EEG motor-imagery decoding pipeline (BCI IV-2a) with clean MNE pre-processing, CSP features, and multi-subject evaluation.
A Sparse Mixture-of-Experts Transformer for Universal EEG Representation Learning
Solution for NeurIPS 2025 EEG Foundation Challenge (Rank 18th/1,183, Top 1.5%). Exploring Cross-Task & Cross-Subject Decoding on HBN-EEG.
Re-implementation a portion of "Effect of Auditory Stimuli on Electroencephalography-based Authentication" by Alzahab et. al.of which uses the Auditory evoked potential EEG-Biometric dataset from physionet.org
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