This is the python implementation of Tensor-CSPNet and Graph-CSPNet.
☆85Jan 10, 2026Updated 6 months ago
Alternatives and similar repositories for Tensor-CSPNet-and-Graph-CSPNet
Users that are interested in Tensor-CSPNet-and-Graph-CSPNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆63Oct 12, 2022Updated 3 years ago
- code for LMDA☆89Jul 14, 2023Updated 3 years ago
- ☆77Aug 30, 2023Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆144Nov 25, 2023Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆132Sep 5, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆41May 28, 2024Updated 2 years ago
- Riemannian Geometry-Based Spatial Filtering (RSF)☆21Jun 22, 2025Updated last year
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 years ago
- SPDlearn: A Geometric Deep Learning Python Library for Neural Decoding Through Trivialization☆37Jun 26, 2026Updated 3 weeks ago
- ☆21Jul 13, 2023Updated 3 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- ☆31Dec 4, 2024Updated last year
- ☆17Dec 16, 2024Updated last year
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆92Aug 3, 2024Updated last year
- Pytorch implementation of EEGNet.☆54Oct 27, 2022Updated 3 years ago
- Repository of EEG-Simpleconv original paper☆51Aug 20, 2025Updated 11 months ago
- This project contains the code for a deep learning architecture to analyze EEG data.☆59Feb 17, 2025Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attentio…☆10Sep 15, 2021Updated 4 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆118Jun 23, 2025Updated last year
- Evaluating the role of EEG preprocessing for deep learning applications.☆16Mar 10, 2025Updated last year
- PyTorch implementation of EEGDfus☆29Oct 9, 2025Updated 9 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆354Nov 29, 2025Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆11Apr 18, 2023Updated 3 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆50Oct 27, 2022Updated 3 years ago
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆756Jul 24, 2024Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year
- A Library of Datasets and Algorithms for Brain-Computer Interface☆34Feb 15, 2022Updated 4 years ago
- ☆39Jul 9, 2020Updated 6 years ago
- the implementation of the ASAD_DenseNet☆31Mar 24, 2025Updated last year
- Implementation for the paper 'Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport' (ICL…☆20Jan 1, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆22Apr 18, 2022Updated 4 years ago
- BCI datasets and algorithms☆78Jun 8, 2022Updated 4 years ago
- ☆14Sep 5, 2023Updated 2 years ago
- ☆99Sep 5, 2021Updated 4 years ago
- Code for “Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry” NeurIPS 2025☆25Nov 19, 2025Updated 8 months ago
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆30Feb 6, 2023Updated 3 years ago
- ☆34Jul 22, 2024Updated last year