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1. NICE-EEG NICE-EEG Public

   [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.

   Python 161 24

2. EEG-Conformer EEG-Conformer Public

   EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

   Python 591 89

3. NICE-LLM NICE-LLM Public

   [tnnls 2025] Language-guided contrastive learning for M/EEG-based image recognition.

   Python 20

4. Adaptor Adaptor Public

   Global Adaptive Transformer for Cross-Subject EEG Classification.

   Python 28 1

5. EEG-Toolbox EEG-Toolbox Public

   A toolbox for EEG signals processing. Welcome to join and build!

   Python 12 1

6. EEG-Transformer EEG-Transformer Public

   i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension…

   Python 303 33