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".
☆56Apr 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:
- It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You …☆26Jun 18, 2022Updated 4 years ago
- TDBRAIN EEG Database pre-processing code☆26May 8, 2024Updated 2 years ago
- [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 2 years ago
- ☆40Sep 5, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Towards Domain Free Transformer for Generalized EEG Pre-training☆31Apr 22, 2025Updated last year
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆385Jul 10, 2019Updated 7 years ago
- 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
- ☆21Jul 13, 2023Updated 3 years ago
- 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
- ☆16Sep 28, 2024Updated last year
- A platform for closed-loop intracranial stimulation in humans☆13Feb 13, 2021Updated 5 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…☆21May 10, 2026Updated 4 months ago
- 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.
- Write Games In A Single Script File With Unity.☆11Jun 23, 2017Updated 9 years 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
- Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Gen…☆18Jun 1, 2025Updated last year
- 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
- ☆17May 21, 2025Updated last year
- FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition☆16Jul 8, 2025Updated last year
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆37May 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
- 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.
- "Question and Answer on your data with qdrant☆13Mar 6, 2023Updated 3 years ago
- A Linear Inverted Pendulum (LIP) model based framework for generating walking trajectories for bipeds.☆11Jan 28, 2025Updated last year
- Introduction to EEG analysis course using MNE-Python☆18Dec 20, 2023Updated 2 years ago
- CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation☆10Oct 19, 2018Updated 7 years ago
- INF0429☆12Mar 20, 2025Updated last year
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆762Jul 24, 2024Updated 2 years ago
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆316Updated this week
- A list of all public EEG-datasets☆11Aug 5, 2024Updated 2 years ago
- Source code for FSL: http://fsl.fmrib.ox.ac.uk/fsl/fslwiki/☆28Jan 29, 2016Updated 10 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 2 weeks ago
- Extension in 3DSlicer for visualization of TMS☆26Mar 29, 2025Updated last year
- ☆12Mar 10, 2022Updated 4 years ago
- ☆10May 12, 2021Updated 5 years ago
- Different methods(STFT, CWT) transform EEG signal into image visualization☆15Jan 11, 2021Updated 5 years ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Jun 8, 2023Updated 3 years ago
- ☆10Aug 13, 2021Updated 5 years ago