hauke-d / cnn-eegLinks
CNN classifier to classify MI-EEG signals
☆50Updated 5 years ago
Alternatives and similar repositories for cnn-eeg
Users that are interested in cnn-eeg are comparing it to the libraries listed below
Sorting:
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆80Updated 7 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆231Updated last year
- ☆68Updated 6 years ago
- ☆44Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- CNN and RNN based architectures for Motor Imagery Classification☆15Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆90Updated 7 years ago
- Feature Extraction of Mental Load EEG signals☆60Updated 8 years ago
- BCI Competition IV dataset 2a☆29Updated 6 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆66Updated 5 years ago
- EEG Sleep stage classification using CNN with Keras☆179Updated last year
- ☆108Updated 6 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆89Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆39Updated 2 years ago
- ☆36Updated 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
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆93Updated 7 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆95Updated 2 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆169Updated 5 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆334Updated 6 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- EEGNet implementation of 2 BCI competition datasets☆35Updated 6 years ago
- EEG Emotion classification using the DEAP pre-processed data☆160Updated 6 years ago
- ☆132Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆140Updated 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 …☆145Updated 3 months ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 3 months ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆208Updated 5 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 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.☆218Updated 8 years ago