aliasvishnu / EEGNetLinks
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
☆320Updated 5 years ago
Alternatives and similar repositories for EEGNet
Users that are interested in EEGNet are comparing it to the libraries listed below
Sorting:
- ☆130Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆224Updated last year
- Supplementary material for systematic literature review on deep learning and EEG.☆156Updated 5 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆276Updated 2 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
- Outdated, see new https://github.com/braindecode/braindecode☆330Updated 5 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆265Updated 3 months ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆302Updated 2 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆63Updated 5 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆249Updated 2 years ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆572Updated 11 months ago
- EEG Sleep stage classification using CNN with Keras☆171Updated last year
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆200Updated last year
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆174Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆251Updated 3 years ago
- Hands-on tutorial on deep learning for EEG classification.☆78Updated last year
- EEG Emotion classification using the DEAP pre-processed data☆146Updated 6 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆440Updated 11 months ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆102Updated 6 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
- 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
- Generate statistical features from Electroencephalographic data☆92Updated 2 years ago
- ☆82Updated 3 years ago
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆739Updated 4 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆130Updated last year
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆131Updated last year
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆200Updated last week
- PyTorch EEG emotion analysis using DEAP dataset☆84Updated 7 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,306Updated 3 years ago
- Deep learning software to decode EEG, ECG or MEG signals☆959Updated last month