CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")
☆44Dec 13, 2018Updated 7 years ago
Alternatives and similar repositories for CNN-MI-BCI
Users that are interested in CNN-MI-BCI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Classification algorithm based on motor imagery brain-computer interface☆33Aug 22, 2019Updated 6 years ago
- Machine learning on motor imagery data.☆17May 15, 2020Updated 5 years ago
- BCI Competition IV dataset 2a☆35Jun 8, 2019Updated 6 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
- Python implementation of the CSP algorithm☆11Mar 24, 2022Updated 4 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.
- Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network☆114Oct 14, 2019Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆49Nov 9, 2020Updated 5 years ago
- ☆72Dec 10, 2018Updated 7 years ago
- 运动想象脑机接口分类算法☆13Jul 27, 2020Updated 5 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 8 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆94Mar 4, 2022Updated 4 years ago
- Implementation of EEG signal classification.☆52Jun 30, 2016Updated 9 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 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.
- ☆27Jun 27, 2018Updated 7 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆12Jan 4, 2022Updated 4 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Jul 25, 2025Updated 9 months ago
- Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.☆11Feb 22, 2018Updated 8 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- CNN and RNN based architectures for Motor Imagery Classification☆15Jun 13, 2019Updated 6 years ago
- ☆22Oct 29, 2019Updated 6 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated 11 months ago
- Supplementary material for systematic literature review on deep learning and EEG.☆159Feb 12, 2020Updated 6 years 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.
- ☆17Sep 20, 2022Updated 3 years ago
- implementation of FBCSP algorithm☆27Mar 8, 2019Updated 7 years ago
- Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race☆15Mar 25, 2023Updated 3 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- Multilinear Factorization Machines for multi-task multi-view learning☆19Feb 6, 2017Updated 9 years ago
- MATLAB Toolbox for Brain-Computer Interface Research☆233Oct 4, 2021Updated 4 years ago
- Testing SSVEP with psychopy☆10Aug 29, 2023Updated 2 years ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆73Apr 23, 2023Updated 3 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 …☆159Jul 28, 2025Updated 9 months 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.
- EEG classification of EEG Motor Movement/Imagery Dataset. BUAA三系模式识别与机器学习大作业☆12Jun 1, 2022Updated 3 years ago
- ☆15Jan 25, 2018Updated 8 years ago
- Under Construction☆11Nov 25, 2021Updated 4 years ago
- Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge☆197Mar 22, 2018Updated 8 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆87Sep 24, 2020Updated 5 years ago
- Feature-level domain adaptation☆11Sep 6, 2019Updated 6 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆48Oct 25, 2019Updated 6 years ago