CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification
☆410Mar 21, 2026Updated 2 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☆180Nov 25, 2025Updated 6 months ago
- Residual and bidirectional LSTM for epileptic seizure detection☆151Jul 1, 2025Updated 11 months ago
- ☆18Jan 15, 2025Updated last year
- TCANet: A Temporal Convolutional Attention Network for Motor Imagery EEG Decoding☆106Mar 21, 2026Updated 2 months ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆28Feb 17, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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☆351Nov 29, 2025Updated 6 months ago
- ☆40Sep 5, 2025Updated 9 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆36May 16, 2025Updated last year
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆748Jul 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…☆20May 10, 2026Updated last month
- ☆21Jul 13, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- seizure type classification using TUH dataset☆84Sep 17, 2025Updated 8 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☆1,247Updated this week
- ☆18Jun 18, 2024Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆39Mar 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 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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…☆92Aug 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 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆65May 8, 2026Updated last month
- ☆14Mar 1, 2024Updated 2 years ago
- [TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆36Dec 2, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 202…☆297Oct 30, 2024Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆83Oct 13, 2025Updated 7 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
- ☆14Mar 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 …☆171Sep 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.☆111Jan 8, 2026Updated 5 months ago