[IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
☆56Mar 30, 2026Updated 2 weeks ago
Alternatives and similar repositories for DBConformer
Users that are interested in DBConformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆19Feb 3, 2026Updated 2 months ago
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆25Mar 30, 2026Updated 2 weeks ago
- [KBS 2025] Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification☆22Aug 10, 2025Updated 8 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆112Jun 23, 2025Updated 9 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆15Dec 13, 2024Updated last year
- The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" a…☆14Jul 18, 2023Updated 2 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆299Jan 12, 2026Updated 3 months ago
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆35Oct 9, 2025Updated 6 months ago
- The first EEG foundation model explicitly tailored for the motor imagery (MI) paradigm.☆101Updated this week
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated last year
- 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
- ☆13Oct 24, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆39Oct 30, 2024Updated last year
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- ☆13Nov 24, 2023Updated 2 years ago
- ☆35Sep 5, 2025Updated 7 months ago
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆19Jun 17, 2025Updated 10 months ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Jun 3, 2024Updated last year
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆24Jun 9, 2025Updated 10 months ago
- This repo contains papers, books, tutorials and resources on Riemannian deep learning.☆63Mar 10, 2026Updated last month
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆23Dec 14, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- NeurIPS 2024 poster☆33Dec 30, 2024Updated last year
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆32May 16, 2025Updated 11 months ago
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 2 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆725Jul 24, 2024Updated last year
- ☆14Jan 14, 2025Updated last year
- ☆21Apr 6, 2025Updated last year
- The code of my master thesis at UCLouvain. Contains a MViT architecture and some pre-processing functions to generate pre-training datase…☆27Nov 12, 2024Updated last year
- 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☆29Feb 6, 2023Updated 3 years ago
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆38Updated this week
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆17Mar 20, 2025Updated last year
- Automatic epilepsy seizure detection with 4 kinds of features and 6 classifiers. An ensemble tool for feature extraction in BCI signal pr…☆10Feb 27, 2023Updated 3 years ago
- ☆50Sep 30, 2025Updated 6 months ago
- ☆15Apr 1, 2024Updated 2 years ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆16Jun 6, 2025Updated 10 months ago
- ☆20Jun 14, 2019Updated 6 years ago
- The code for TFPS☆66Nov 8, 2024Updated last year