zhouxxd999 / Transformer-MSCNN_for_EEGView external linksLinks
使用Transformer和CNN网络对脑电运动进行分类
☆14May 5, 2023Updated 2 years ago
Alternatives and similar repositories for Transformer-MSCNN_for_EEG
Users that are interested in Transformer-MSCNN_for_EEG are comparing it to the libraries listed below
Sorting:
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 2 years ago
- eeg based emotion classification transformer on DEAP data set☆15Feb 26, 2022Updated 3 years ago
- A toolbox for EEG signals processing. Welcome to join and build!☆13Nov 9, 2022Updated 3 years ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆14Nov 2, 2020Updated 5 years ago
- Joint Modelling Histology and Molecular Markers for Glioma Classification☆12Jun 4, 2025Updated 8 months ago
- The model code for the TS-SEFFNet proposed in the paper "A Temporal-Spectral-based Squeeze-and-Excitation Feature Fusion Network for Moto…☆20Nov 23, 2021Updated 4 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆194May 10, 2025Updated 9 months ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆32Jul 29, 2025Updated 6 months ago
- featselector是一个基于统计分析和模型选择的特征选择器.☆14Mar 4, 2019Updated 6 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Feb 22, 2023Updated 2 years ago
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆11Feb 8, 2021Updated 5 years ago
- Comparison of Transfer Learning and CNN Architectures for Medical Image Classification☆13Dec 11, 2024Updated last year
- [IEEE TNSRE] Mixture of Experts for EEG-Based Seizure Subtype Classification☆12Aug 20, 2024Updated last year
- ☆28Feb 2, 2026Updated 2 weeks ago
- ☆32Jan 27, 2024Updated 2 years ago
- A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessment☆14Jan 10, 2024Updated 2 years ago
- HyFormer: Hybrid Transformer and CNN For Pixel-level Multispectral Image Classification☆15Feb 15, 2023Updated 3 years ago
- The code of 《M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis》☆14Mar 31, 2025Updated 10 months ago
- EEG-based Major Depression Disorder Recognition using Swin Transformers☆10Jun 23, 2024Updated last year
- ☆11Jul 25, 2023Updated 2 years ago
- Deep Learning Breast MRI Segmentation and Classification☆10Sep 11, 2025Updated 5 months ago
- Demo for METSC: A microstructure estimation Transformer inspired by sparse representation for diffusion MRI (MedIA 2023).☆12Nov 13, 2023Updated 2 years ago
- Official repository for "Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation"☆12Jan 31, 2024Updated 2 years ago
- 本项目使用Keras实现Transformer模型来进行文本分类(中文、英文均支持)。☆12Mar 31, 2022Updated 3 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- Tools for MRI classification of Alzheimer's disease using 3D CNN networks☆10Jul 24, 2023Updated 2 years ago
- Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals☆13Jul 18, 2023Updated 2 years ago
- TensorFlow implementation of our paper: "Automated detection of aggressive and indolent prostate cancer on magnetic resonance imaging [Me…☆11Aug 3, 2021Updated 4 years ago
- The implementations for CVPR 2025 paper "Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images".☆28Jun 11, 2025Updated 8 months ago
- ☆16Jan 11, 2024Updated 2 years ago
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆16Apr 17, 2025Updated 10 months ago
- This is the repo for "Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition", CVPR2025.☆20Dec 22, 2025Updated last month
- SPIE-AAPM-NCI PROSTATEx Challenges-The PROSTATEx Challenge (" SPIE-AAPM-NCI Prostate MR Classification Challenge”) focused on quantitati…☆10Feb 18, 2021Updated 4 years ago
- [NeurIPS 2025] Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling☆24Dec 16, 2025Updated 2 months ago
- Implementation of 3D attention mechanisms based on https://github.com/LeftAttention/Attention-Codebase. Thanks to LeftAttetnion for shari…☆12Feb 22, 2022Updated 3 years ago
- Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning☆11Mar 19, 2024Updated last year
- ☆10Aug 13, 2021Updated 4 years ago
- Official implementation of "Weakly-supervised positional contrastive learning: application to cirrhosis classification", MICCAI 2023☆11Dec 16, 2025Updated 2 months ago
- ☆10Aug 20, 2023Updated 2 years ago