CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
☆422Mar 21, 2026Updated 3 months ago
Alternatives and similar repositories for CTNet
Users that are interested in CTNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-Scale Convolutional Transformer Network for Motor Imagery Brain-Computer Interface☆206Nov 25, 2025Updated 7 months ago
- Residual and bidirectional LSTM for epileptic seizure detection☆175Jul 1, 2025Updated last year
- ☆18Jan 15, 2025Updated last year
- TCANet: A Temporal Convolutional Attention Network for Motor Imagery EEG Decoding☆127Mar 21, 2026Updated 3 months ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆28Feb 17, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆29May 27, 2024Updated 2 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆88Feb 22, 2021Updated 5 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆353Nov 29, 2025Updated 7 months ago
- ☆40Sep 5, 2025Updated 9 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆37May 16, 2025Updated last year
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆754Jul 24, 2024Updated last year
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆76Nov 10, 2023Updated 2 years ago
- This code repository collects the source code of the representative deep learning-based MI-EEG models and runs a leaderboard to fairly co…☆21May 10, 2026Updated last month
- ☆21Jul 13, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- seizure type classification using TUH dataset☆84Sep 17, 2025Updated 9 months ago
- [TNSRE 23] Global Adaptive Transformer for Cross-Subject EEG Classification.☆33Jan 11, 2024Updated 2 years ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,260Updated this week
- ☆18Jun 18, 2024Updated 2 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year
- ☆41May 28, 2024Updated 2 years ago
- Deep Learning with EEG.☆27Oct 11, 2025Updated 8 months ago
- [KBS 2025] Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification☆24Aug 10, 2025Updated 10 months ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆35Jul 29, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated last year
- Dual-Branch Convolution Network with Efficient Channel Attention for EEG-Based Motor Imagery Classification☆18Aug 19, 2024Updated last year
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆91Aug 3, 2024Updated last year
- code for LMDA☆89Jul 14, 2023Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆101Jan 11, 2023Updated 3 years ago
- [IEEE JBHI 2026] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆67Updated this week
- ☆14Mar 1, 2024Updated 2 years ago
- [TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆36Dec 2, 2024Updated last year
- 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.
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆299Oct 30, 2024Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆83Oct 13, 2025Updated 8 months ago
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆30Feb 6, 2023Updated 3 years ago
- ☆13Mar 5, 2024Updated 2 years ago
- This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks …☆172Sep 8, 2024Updated last year
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆115Jan 8, 2026Updated 5 months ago