kylemath / DeepEEGLinks
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
☆277Updated 2 years ago
Alternatives and similar repositories for DeepEEG
Users that are interested in DeepEEG are comparing it to the libraries listed below
Sorting:
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆323Updated 6 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆157Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆225Updated last year
- 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
- Generate statistical features from Electroencephalographic data☆93Updated 3 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆160Updated 5 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆330Updated 5 years ago
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆401Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆65Updated 5 years ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆203Updated 2 years ago
- EEG Sleep stage classification using CNN with Keras☆174Updated last year
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆447Updated last year
- EEG Experiments in Python☆511Updated 3 weeks ago
- ☆130Updated 2 years ago
- Mother of All BCI Benchmarks☆820Updated this week
- Python Brain-Computer Interface Software☆135Updated 2 weeks ago
- Hands-on tutorial on deep learning for EEG classification.☆81Updated last year
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆137Updated last week
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆255Updated 3 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆253Updated 2 years ago
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆31Updated 4 years ago
- ☆68Updated 6 years ago
- ☆108Updated 6 years ago
- Realtime emotion recognition from EEG data.☆164Updated 6 years ago
- Python + EEG/MEG = PyEEG☆258Updated last year
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆744Updated 5 years ago
- MNELAB – a GUI for MNE☆261Updated last week
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆208Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆93Updated 7 years ago