This code implements the EEG Net deep learning model using PyTorch. The EEG Net model is based on the research paper titled "EEGNet: A Compact Convolutional Neural Network for EEG-based Brain-Computer Interfaces".
☆57Apr 2, 2025Updated last year
Alternatives and similar repositories for EEGNet
Users that are interested in EEGNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMBC-2025] PyTorch implementation of EEG-PatchFormer☆14Apr 9, 2025Updated last year
- [AAAI 2023] Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis☆43Oct 4, 2023Updated 3 years ago
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆27Apr 18, 2024Updated 2 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆31Apr 22, 2025Updated last year
- This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimo…☆28Updated this week
- 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.
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆47Jan 4, 2024Updated 2 years ago
- ROI connectivity analysis in EEG☆47Sep 12, 2025Updated last year
- ☆17Sep 13, 2025Updated last year
- Existing work in the field of BCI treats deep learning models as black-box classifiers. In this project, we develop a novel model named "…☆30Mar 15, 2022Updated 4 years ago
- This code repository collects the source code of the representative deep learning-based MI-EEG models and runs a leaderboard to fairly co…☆22May 10, 2026Updated 5 months ago
- This repository contains the code used to preprocess the EEG and fMRI data along with the stimulation protocols used to generate the Bimo…☆21Aug 22, 2023Updated 3 years 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
- ☆18May 21, 2025Updated last year
- FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition☆16Jul 8, 2025Updated last year
- 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.
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆38May 16, 2025Updated last year
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated 2 years ago
- ☆31Dec 4, 2024Updated last year
- "Question and Answer on your data with qdrant☆13Mar 6, 2023Updated 3 years ago
- CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation☆10Oct 19, 2018Updated 7 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆765Jul 24, 2024Updated 2 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆316Sep 19, 2026Updated 3 weeks ago
- Source code for FSL: http://fsl.fmrib.ox.ac.uk/fsl/fslwiki/☆28Jan 29, 2016Updated 10 years ago
- Automatic PCG classification for heart disease screening☆11Aug 2, 2018Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Reinforcement Learning attempts to beat Contra 3 for the SNES. https://medium.com/aureliantactics/beating-easy-mode-on-contra-iii-with-re…☆14Sep 10, 2026Updated last month
- TopoLM: brain-like spatio-functional organization in a topographic language model☆30May 23, 2025Updated last year
- Self-supervised learning for EEG☆27Sep 2, 2020Updated 6 years ago
- Extension in 3DSlicer for visualization of TMS☆26Mar 29, 2025Updated last year
- ☆10May 12, 2021Updated 5 years ago
- Different methods(STFT, CWT) transform EEG signal into image visualization☆15Jan 11, 2021Updated 5 years ago
- EEG-based Major Depression Disorder Recognition using Swin Transformers☆12Jun 23, 2024Updated 2 years ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Jun 8, 2023Updated 3 years ago
- #2019 Micro-expression Grand Challeng☆12Dec 23, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Deep Learning pipeline for motor-imagery classification.☆64Jan 9, 2022Updated 4 years ago
- Imagined speech recognition using EEG signals. KaraOne database, FEIS database.☆26Dec 24, 2025Updated 9 months ago
- PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.☆12Aug 4, 2019Updated 7 years ago
- ☆26Jun 8, 2026Updated 4 months ago
- Public EEG-based motor imagery (MI) datasets☆13Feb 1, 2024Updated 2 years ago
- Matlab source code of the paper "Y. Cui, D. Wu* and J. Huang*, "Optimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradie…☆15Feb 7, 2021Updated 5 years ago
- NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models☆52Aug 6, 2026Updated 2 months ago