kylemath / DeepEEGLinks
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
☆280Updated 3 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…☆354Updated 6 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆237Updated 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.☆222Updated 8 years ago
- Generate statistical features from Electroencephalographic data☆94Updated 3 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- Previous version of eeg-notebooks☆188Updated last year
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95Updated 7 years ago
- ☆133Updated 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…☆225Updated 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
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69Updated 5 years ago
- EEG Sleep stage classification using CNN with Keras☆181Updated last year
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆270Updated 2 years ago
- Realtime emotion recognition from EEG data.☆166Updated 7 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆187Updated 6 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆167Updated 5 years ago
- ☆75Updated 3 years ago
- ☆108Updated 6 years ago
- Some tutorials for students of neuroscience☆118Updated 9 months ago
- Python + EEG/MEG = PyEEG☆259Updated last year
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆50Updated 4 years 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
- A tensorflow implementation for EEGLearn☆78Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- Matlab code for proccesing EEG signals.☆82Updated 7 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 5 years ago
- Mother of All BCI Benchmarks☆886Updated last week
- Outdated, see new https://github.com/braindecode/braindecode☆332Updated 5 years ago
- Python interface to the Lab Streaming Layer☆72Updated 7 years ago