Motor Imagery Classification based on EEG at Columbia Medical Center
☆48Nov 9, 2020Updated 5 years ago
Alternatives and similar repositories for research
Users that are interested in research are comparing it to the libraries listed below
Sorting:
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Apr 12, 2018Updated 7 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆239May 20, 2024Updated last year
- This repository save my work about GAN applied to motor imagery eeg signals☆39Jul 25, 2025Updated 7 months ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 years ago
- ☆14Sep 3, 2020Updated 5 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆44Dec 13, 2018Updated 7 years ago
- ☆15Dec 18, 2019Updated 6 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 5 years ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆222Oct 5, 2017Updated 8 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆332May 11, 2020Updated 5 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69May 13, 2020Updated 5 years ago
- ☆92Sep 5, 2021Updated 4 years ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆22Dec 25, 2021Updated 4 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 4 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆92Mar 4, 2022Updated 3 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆42Apr 30, 2023Updated 2 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 2 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,469May 2, 2022Updated 3 years ago
- ☆11Mar 19, 2018Updated 7 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 8 years ago
- ☆45Apr 13, 2019Updated 6 years ago
- ☆15Jun 26, 2025Updated 8 months ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- ☆70Dec 10, 2018Updated 7 years ago
- Implementation of EEG signal classification.☆52Jun 30, 2016Updated 9 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 2 years ago
- implementation of FBCSP algorithm☆27Mar 8, 2019Updated 6 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 …☆156Jul 28, 2025Updated 7 months ago
- ☆78Oct 20, 2022Updated 3 years ago
- Motor Imagery EEG signal Classification on DWT☆24Nov 7, 2017Updated 8 years ago
- A tensorflow implementation for EEGLearn☆78Aug 8, 2019Updated 6 years ago
- Senior Design Project at UH☆13Sep 11, 2020Updated 5 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- BCI Competition IV dataset 2a☆34Jun 8, 2019Updated 6 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Aug 30, 2020Updated 5 years ago
- ☆17Dec 16, 2024Updated last year