kylemath / DeepEEG
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
☆275Updated 2 years ago
Alternatives and similar repositories for DeepEEG:
Users that are interested in DeepEEG are comparing it to the libraries listed below
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆313Updated 5 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆155Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆220Updated 11 months ago
- MNELAB – a GUI for MNE☆256Updated last week
- ☆129Updated 2 years ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆199Updated 2 months ago
- Generate statistical features from Electroencephalographic data☆89Updated 2 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆149Updated 4 months ago
- Outdated, see new https://github.com/braindecode/braindecode☆329Updated 4 years ago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
- Python Brain-Computer Interface Software☆134Updated this week
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆133Updated 6 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆62Updated 4 years ago
- Hands-on tutorial on deep learning for EEG classification.☆73Updated 11 months ago
- EEG Experiments in Python☆485Updated this week
- EEG Sleep stage classification using CNN with Keras☆168Updated 10 months ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆159Updated 5 years ago
- Mother of All BCI Benchmarks☆776Updated last week
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆240Updated 2 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆62Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 6 years ago
- Previous version of eeg-notebooks☆186Updated 10 months ago
- Some tutorials for students of neuroscience☆114Updated last month
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆128Updated 4 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆242Updated 3 years ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆192Updated last year
- Deep Learning EEG Playground☆74Updated 8 months ago
- Deep learning software to decode EEG, ECG or MEG signals☆924Updated last week
- ☆73Updated 2 years ago
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆390Updated last year