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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 212 30

2. EEG-Conformer EEG-Conformer Public

   [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

   Python 758 120

3. NICE-LLM NICE-LLM Public

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

   Python 36 2

4. FuzzyAlign FuzzyAlign Public

   [TFS 2024] i. Align brain activity with large pre-trained artificial models. ii. Decoding and resolving visual information from 1,024-channel brain recordings.

   Python 3

5. Adaptor Adaptor Public

   [TNSRE 23] Global Adaptive Transformer for Cross-Subject EEG Classification.

   Python 33 1

6. EEG-Toolbox EEG-Toolbox Public

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

   Python 13 1