[IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
☆47Mar 3, 2026Updated this week
Alternatives and similar repositories for DBConformer
Users that are interested in DBConformer are comparing it to the libraries listed below
Sorting:
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆18Feb 3, 2026Updated last month
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆34Oct 9, 2025Updated 4 months ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆25Aug 27, 2024Updated last year
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆13Dec 13, 2024Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆106Jun 23, 2025Updated 8 months ago
- [KBS 2025] Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification☆21Aug 10, 2025Updated 6 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated 11 months ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Sep 8, 2024Updated last year
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆266Jan 12, 2026Updated last month
- ☆13Nov 24, 2023Updated 2 years ago
- ☆12Oct 24, 2023Updated 2 years ago
- 主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题☆10Oct 22, 2024Updated last year
- ☆39Oct 30, 2024Updated last year
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Jun 3, 2024Updated last year
- The first EEG foundation model explicitly tailored for the motor imagery (MI) paradigm.☆96Feb 2, 2026Updated last month
- The code of my master thesis at UCLouvain. Contains a MViT architecture and some pre-processing functions to generate pre-training datase…☆26Nov 12, 2024Updated last year
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 2 years ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆23Dec 14, 2024Updated last year
- ☆33Sep 5, 2025Updated 6 months ago
- ☆52Apr 27, 2022Updated 3 years 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☆28Feb 6, 2023Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆32May 16, 2025Updated 9 months ago
- This repo contains papers, books, tutorials and resources on Riemannian deep learning.☆60Feb 24, 2026Updated last week
- ☆14Jan 14, 2025Updated last year
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆52Feb 22, 2025Updated last year
- This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cle…☆52Nov 22, 2023Updated 2 years ago
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆19Jun 17, 2025Updated 8 months ago
- ☆10Dec 27, 2024Updated last year
- CHARM, a model that estimates the GHG impacts and land-use requirements of forestry☆12Jul 21, 2023Updated 2 years ago
- ☆10Oct 21, 2024Updated last year
- modified MATB☆10Feb 1, 2023Updated 3 years ago
- ☆45Feb 27, 2025Updated last year
- ☆49Sep 30, 2025Updated 5 months ago
- The code for TFPS☆63Nov 8, 2024Updated last year
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆10Sep 19, 2022Updated 3 years ago
- 包括轮廓自动识别筛选，区域分割，以及传统的缺陷检测算法☆14Jul 16, 2022Updated 3 years ago
- Bacheor Thesis Code for epileptic seizure detection. Used the CHB-MIT dataset.☆11Jul 18, 2019Updated 6 years ago