Pinned Loading

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 135 20

2. EEG-Conformer EEG-Conformer Public

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

   Python 529 72

3. LLM-NICE LLM-NICE Public

   Language-guided contrastive learning for EEG and MEG-based image recognition.

   Python 4

4. Adaptor Adaptor Public

   Global Adaptive Transformer for Cross-Subject EEG Classification.

   Python 27 1

5. EEG-Toolbox EEG-Toolbox Public

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

   Python 11 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 288 29