stickOverCarrot / EEGGENETView external linksLinks
☆13Nov 15, 2022Updated 3 years ago
Alternatives and similar repositories for EEGGENET
Users that are interested in EEGGENET are comparing it to the libraries listed below
Sorting:
- ☆15Dec 18, 2019Updated 6 years ago
- Source code for the paper: Sun, Biao, et al. "Graph Convolution Neural Network based End-to-end Channel Selection and Classification for …☆22Dec 18, 2022Updated 3 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 4 years ago
- ☆10Feb 25, 2020Updated 5 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 years ago
- ☆14Sep 3, 2020Updated 5 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- ☆41May 28, 2024Updated last year
- ☆17Dec 16, 2024Updated last year
- ☆15Nov 9, 2023Updated 2 years ago
- Machine learning on motor imagery data.☆17May 15, 2020Updated 5 years ago
- Different methods(STFT, CWT) transform EEG signal into image visualization☆16Jan 11, 2021Updated 5 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Aug 16, 2022Updated 3 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆48Jan 4, 2024Updated 2 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Nov 25, 2024Updated last year
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆54May 20, 2021Updated 4 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- An EEG dichotomy program file , using CSP and SVM.☆27Jun 27, 2020Updated 5 years ago
- ☆35Jul 22, 2024Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆319Nov 29, 2025Updated 2 months ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Nov 25, 2023Updated 2 years ago
- Python codes for applying OTDA in MI-BCI☆11Dec 8, 2024Updated last year
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 9 months ago
- ☆38Jul 9, 2020Updated 5 years ago
- ☆92Sep 5, 2021Updated 4 years ago
- code for LMDA☆88Jul 14, 2023Updated 2 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Aug 20, 2023Updated 2 years ago
- ☆11Sep 21, 2024Updated last year
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Apr 12, 2018Updated 7 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆100Jun 21, 2023Updated 2 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆87Sep 24, 2020Updated 5 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆103May 30, 2025Updated 8 months ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆42Apr 30, 2023Updated 2 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 5 years ago
- ☆11Jun 29, 2022Updated 3 years ago
- ☆14Jun 5, 2024Updated last year