EEGNet implementation of 2 BCI competition datasets
☆36Jan 17, 2019Updated 7 years ago
Alternatives and similar repositories for BCI_EEGNet
Users that are interested in BCI_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:
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 8 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆161Jul 28, 2025Updated 9 months ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Feb 6, 2018Updated 8 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Apr 12, 2018Updated 8 years ago
- A Vanilla CNN model on P300 Speller ERP☆10Aug 6, 2019Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆45Sep 9, 2023Updated 2 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- Jupyter Notebook containing all necessary information to start using Google's Colaboratory for Pytorch☆12Dec 15, 2018Updated 7 years ago
- This is the repository with the materials for the Graz BCI 2019 workshop : "Benchmarking BCI classification methods: a hands-on introduct…☆16Sep 17, 2019Updated 6 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆373Jul 10, 2019Updated 6 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- Python, Classification using SVM☆20Feb 3, 2016Updated 10 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- This repository contains the code for classification of EEG Signals using P300 Speller Based BCI☆11Aug 26, 2023Updated 2 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.
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆243May 20, 2024Updated 2 years ago
- This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.☆38Jun 5, 2025Updated 11 months ago
- ☆10Sep 3, 2019Updated 6 years ago
- BCI project using Deep Learning to decode EEG signals.☆20Nov 22, 2019Updated 6 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,521May 2, 2022Updated 4 years ago
- Pytorch implementation of EEGNet.☆55Oct 27, 2022Updated 3 years ago
- ☆72Dec 10, 2018Updated 7 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 "…☆28Mar 15, 2022Updated 4 years ago
- A tensorflow implementation for EEGLearn☆78Aug 8, 2019Updated 6 years 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.
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆41Jun 3, 2020Updated 5 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆86Sep 24, 2020Updated 5 years ago
- EEG emotion recognition based on Temporal convolutional network☆25Mar 10, 2019Updated 7 years ago
- the implementation of multimodal emtion recognizer —— CTCNe which is proposed in "Learning Regional-Level Feature Fusion and Sentiment-Re…☆19Jul 26, 2020Updated 5 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆171Mar 26, 2020Updated 6 years ago
- Source code for the paper: Sun, Biao, et al. "Graph Convolution Neural Network based End-to-end Channel Selection and Classification for …☆22Dec 18, 2022Updated 3 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆65Oct 12, 2022Updated 3 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆331May 11, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆116Oct 22, 2025Updated 7 months ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Jan 8, 2018Updated 8 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆196May 10, 2025Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆56Apr 16, 2021Updated 5 years ago
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆35Jan 14, 2016Updated 10 years ago
- Python toolbox for Brain-Computer Interfacing (BCI)☆100Jun 13, 2016Updated 9 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆36May 16, 2025Updated last year