SuperBruceJia / EEG-Motor-Imagery-Classification-CNNs-TensorFlow
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
☆219Updated 11 months ago
Alternatives and similar repositories for EEG-Motor-Imagery-Classification-CNNs-TensorFlow:
Users that are interested in EEG-Motor-Imagery-Classification-CNNs-TensorFlow are comparing it to the libraries listed below
- EEG Sleep stage classification using CNN with Keras☆166Updated 10 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆158Updated 5 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆252Updated last month
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆310Updated 5 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆125Updated last year
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆114Updated 4 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆275Updated 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 …☆132Updated 6 years ago
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- ☆129Updated 2 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆62Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆145Updated 6 years ago
- ☆80Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆69Updated 8 months ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 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…☆166Updated 6 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 6 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆47Updated 4 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆90Updated 2 years ago
- ☆105Updated 6 years ago
- ☆68Updated 6 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
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆240Updated 3 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆86Updated 4 years ago
- Hands-on tutorial on deep learning for EEG classification.☆72Updated 11 months ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆188Updated last year
- Feature Extraction of Mental Load EEG signals☆56Updated 8 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆102Updated 5 years ago