Attention temporal convolutional network for EEG-based motor imagery classification
☆360Aug 16, 2026Updated 2 months ago
Alternatives and similar repositories for EEG-ATCNet
Users that are interested in EEG-ATCNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆98Sep 5, 2021Updated 5 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆769Jul 24, 2024Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆144Nov 25, 2023Updated 2 years ago
- code for LMDA☆91Jul 14, 2023Updated 3 years ago
- ☆21Jul 13, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Dual-Branch Convolution Network with Efficient Channel Attention for EEG-Based Motor Imagery Classification☆18Aug 19, 2024Updated 2 years ago
- remote sensing image denoising based on wavelet method☆22Nov 6, 2015Updated 10 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆86Feb 22, 2021Updated 5 years ago
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆29May 27, 2024Updated 2 years ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆28Feb 17, 2022Updated 4 years ago
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆451Mar 21, 2026Updated 7 months ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆199May 10, 2025Updated last year
- ☆41May 28, 2024Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆38May 16, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 常用深度学习方法进行图像去噪方法研究☆26Oct 18, 2018Updated 8 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆168Mar 26, 2020Updated 6 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆43Mar 18, 2025Updated last year
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,172Jul 20, 2025Updated last year
- ☆34Jul 22, 2024Updated 2 years ago
- ☆17Jan 15, 2025Updated last year
- ☆31Dec 4, 2024Updated last year
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆336Mar 23, 2023Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆93Aug 3, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Temporal convolutional transformer for EEG based motor imagery decoding☆48Aug 15, 2026Updated 2 months ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,584May 2, 2022Updated 4 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 5 years ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,337Updated this week
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆79Nov 10, 2023Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆244May 20, 2024Updated 2 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated last year
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆35Apr 22, 2025Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Apr 16, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆48Jan 4, 2024Updated 2 years ago
- Deep Learning pipeline for motor-imagery classification.☆64Jan 9, 2022Updated 4 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆39Aug 20, 2023Updated 3 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆50Nov 25, 2024Updated last year
- ☆37Apr 13, 2023Updated 3 years ago
- Public EEG-based motor imagery (MI) datasets☆13Feb 1, 2024Updated 2 years ago
- ☆15Nov 9, 2023Updated 2 years ago