hancan16 / SST-DPNView external linksLinks
A Lightweight and High Performance Neural network for MI-EEG decoding
☆38Mar 18, 2025Updated 10 months ago
Alternatives and similar repositories for SST-DPN
Users that are interested in SST-DPN are comparing it to the libraries listed below
Sorting:
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆86Aug 3, 2024Updated last year
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31May 16, 2025Updated 8 months ago
- This code repository collects the source code of the representative deep learning-based MI-EEG models and runs a leaderboard to fairly co…☆15Apr 22, 2025Updated 9 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Jul 17, 2024Updated last year
- ☆16Jun 18, 2024Updated last year
- ☆41May 28, 2024Updated last year
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆20Nov 15, 2023Updated 2 years ago
- Deep Learning with EEG.☆24Oct 11, 2025Updated 4 months ago
- ☆29Dec 4, 2024Updated last year
- ☆21Jul 13, 2023Updated 2 years ago
- ☆32Sep 5, 2025Updated 5 months ago
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆44Dec 15, 2025Updated 2 months ago
- combining Euclidean Alignment (EA) and weighted LTL to classify MI-based EEG☆11Jun 13, 2024Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆319Nov 29, 2025Updated 2 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Jan 10, 2026Updated last month
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Apr 30, 2023Updated 2 years ago
- code for LMDA☆88Jul 14, 2023Updated 2 years ago
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 years ago
- How EEG preprocessing shapes decoding performance☆16Jul 11, 2025Updated 7 months ago
- ☆13Mar 5, 2024Updated last year
- Implementation for the paper 'Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport' (ICL…☆18Jan 1, 2025Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Nov 25, 2023Updated 2 years ago
- ☆17Jan 15, 2025Updated last year
- Dual-Branch Convolution Network with Efficient Channel Attention for EEG-Based Motor Imagery Classification☆18Aug 19, 2024Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆260Jan 12, 2026Updated last month
- (ICLR24) A Lie Group Approach to Riemannian Batch Normalization.☆20Mar 2, 2025Updated 11 months ago
- ☆31Jul 5, 2025Updated 7 months ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Aug 20, 2023Updated 2 years ago
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆346Jan 5, 2026Updated last month
- Repository of EEG-Simpleconv original paper☆49Aug 20, 2025Updated 5 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 3 years ago
- TCANet: A Temporal Convolutional Attention Network for Motor Imagery EEG Decoding☆47Jul 8, 2025Updated 7 months ago
- ☆23Aug 10, 2023Updated 2 years ago
- ☆38Feb 15, 2021Updated 4 years ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆32Mar 13, 2025Updated 11 months ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Sep 22, 2023Updated 2 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 4 years ago