hubertjb / dl-eeg-reviewLinks
Supplementary material for systematic literature review on deep learning and EEG.
☆155Updated 5 years ago
Alternatives and similar repositories for dl-eeg-review
Users that are interested in dl-eeg-review are comparing it to the libraries listed below
Sorting:
- Moved to https://github.com/TNTLFreiburg/braindecode!☆63Updated 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
- ☆129Updated 2 years ago
- A tensorflow implementation for EEGLearn☆78Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆317Updated 5 years ago
- ☆73Updated 2 years ago
- ☆68Updated 6 years ago
- CNN classifier to classify MI-EEG signals☆50Updated 5 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆330Updated 5 years ago
- Some tutorials for students of neuroscience☆115Updated 2 months ago
- Hands-on tutorial on deep learning for EEG classification.☆78Updated last year
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆275Updated 2 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆152Updated last month
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆222Updated last year
- EEG Sleep stage classification using CNN with Keras☆169Updated 11 months ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 9 months ago
- ☆36Updated 7 years ago
- ☆43Updated 6 years ago
- Automatic EEG IC classification plugin for EEGLAB☆61Updated 4 months ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆102Updated 6 years ago
- Deep Learning EEG Playground☆74Updated 9 months ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 7 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆64Updated 2 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Updated 7 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆42Updated 6 years ago
- Deep Learning Models for Brain Computer Interfaces☆31Updated 6 years ago
- implementation of FBCSP algorithm☆26Updated 6 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆160Updated 5 years ago