YundongWang / BCI_ChallengeLinks
☆20Updated 4 years ago
Alternatives and similar repositories for BCI_Challenge
Users that are interested in BCI_Challenge are comparing it to the libraries listed below
Sorting:
- This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.☆34Updated 3 weeks ago
- Hands-on tutorial on deep learning for EEG classification.☆78Updated last year
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆224Updated last year
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆170Updated 6 years ago
- This repo is for the submission for my Final Year Project on creating Synthetic EEG Data using General Adverserial Neural Networks (GANs)…☆50Updated 4 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 10 months ago
- Deep Learning EEG Playground☆74Updated 10 months ago
- Supplementary material for systematic literature review on deep learning and EEG.☆156Updated 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.☆215Updated 7 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆251Updated 3 years ago
- A library with tools for EEG analysis☆65Updated last year
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆276Updated 2 years ago
- Generate statistical features from Electroencephalographic data☆92Updated 2 years ago
- ☆109Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆63Updated 5 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆35Updated 2 years ago
- BCI project using Deep Learning to decode EEG signals.☆19Updated 5 years ago
- Material for Pybrain 2020 MNE-Python workshop☆138Updated 4 years ago
- ☆41Updated 4 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆163Updated 5 years ago
- ☆130Updated 2 years ago
- A collection of workshop materials.☆33Updated 6 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 7 years ago
- Python implementation to record EEG data and control robots with "Steady state visually evoked potential" (SSVEP). Example Data included!☆15Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆91Updated 3 weeks ago
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆42Updated 4 years ago
- EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.☆24Updated 4 months ago