YangWangsky / tf_EEGLearnLinks
A tensorflow implementation for EEGLearn
☆78Updated 6 years ago
Alternatives and similar repositories for tf_EEGLearn
Users that are interested in tf_EEGLearn are comparing it to the libraries listed below
Sorting:
- 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
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- ☆75Updated 3 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
- ☆133Updated 3 years ago
- EEG Sleep stage classification using CNN with Keras☆181Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69Updated 5 years ago
- CNN classifier to classify MI-EEG signals☆50Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆237Updated last year
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆280Updated 3 years ago
- PyTorch implementation of TSception☆84Updated 2 years ago
- Realtime emotion recognition from EEG data.☆166Updated 7 years ago
- Matlab code for proccesing EEG signals.☆82Updated 7 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆354Updated 6 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆112Updated 5 years ago
- ☆69Updated 7 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆332Updated 5 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Updated 7 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆261Updated 4 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…☆44Updated 7 years ago
- ☆45Updated 6 years ago
- ☆108Updated 6 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95Updated 7 years ago
- EEG Emotion classification using the DEAP pre-processed data☆163Updated 7 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆213Updated 5 years ago
- ☆36Updated 7 years ago
- DEAP Dataset Analysis Code☆51Updated 7 years ago
- seizure type classification using TUH dataset☆79Updated 3 months ago