SuperBruceJia / EEG-Motor-Imagery-Classification-CNNs-TensorFlowLinks
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
☆224Updated last year
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
Sorting:
- EEG Sleep stage classification using CNN with Keras☆171Updated last year
- ☆69Updated 6 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆320Updated 5 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆84Updated 7 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆73Updated 10 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆163Updated 5 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆130Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆265Updated 3 months ago
- EEG Emotion classification using the DEAP pre-processed data☆146Updated 6 years ago
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆47Updated 4 years ago
- Feature Extraction of Mental Load EEG signals☆59Updated 8 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 7 years ago
- ☆82Updated 3 years ago
- ☆130Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆78Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆63Updated 5 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- 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…☆117Updated 4 years ago
- This repository provides a collection of example codes and tutorials for EEG data analysis using MNE-Python. The scripts are designed to …☆26Updated 3 weeks ago
- ☆107Updated 6 years ago
- EEG-based emotion classification using DEAP dataset☆141Updated 2 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆174Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆92Updated 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 …☆137Updated 6 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆170Updated 6 years ago
- BCI Competition IV dataset 2a☆27Updated 6 years ago