YundongWang / BCI_ChallengeLinks
☆20Updated 5 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:
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆280Updated 3 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆271Updated 2 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆355Updated 6 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.☆222Updated 8 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆237Updated last year
- ☆110Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.☆37Updated 7 months ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆188Updated 6 years ago
- Material for Pybrain 2020 MNE-Python workshop☆145Updated 5 years ago
- This repository provides a collection of example codes and tutorials for EEG data analysis using MNE-Python. The scripts are designed to …☆27Updated 7 months ago
- ☆42Updated 5 years ago
- Generate statistical features from Electroencephalographic data☆94Updated 3 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- ☆108Updated 6 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆132Updated 4 years ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆118Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95Updated 7 years ago
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆179Updated 4 years ago
- ☆133Updated 3 years ago
- EEG Signal Classification using LSTM on various datasets☆12Updated 5 years ago
- Some tutorials for students of neuroscience☆118Updated 9 months ago
- EEG Experiments in Python☆537Updated 3 weeks ago
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆402Updated last year
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆226Updated 2 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 …☆153Updated 5 months ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆264Updated 4 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆102Updated 6 years ago
- ☆33Updated 4 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆101Updated 7 months ago