A project emulating a GNN model which uses EEG data to identify depression in individuals.
☆23Apr 6, 2023Updated 3 years ago
Alternatives and similar repositories for GNN_EEG
Users that are interested in GNN_EEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EEG-Based Binary Classification of Normal and Depression Patients using CNN☆16Jun 21, 2023Updated 3 years ago
- ☆16Feb 19, 2022Updated 4 years ago
- machine learning models for predicting depression based on EEG data☆25Sep 9, 2022Updated 3 years ago
- ☆15Aug 22, 2023Updated 2 years ago
- 基于EEG的抑郁症诊断模型(SSPA-GCN)开源代码☆22May 14, 2024Updated 2 years ago
- 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.
- ☆38Jun 28, 2024Updated 2 years ago
- ☆16Nov 13, 2020Updated 5 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆44Dec 11, 2020Updated 5 years ago
- Depression study through EEG data☆27Dec 18, 2021Updated 4 years ago
- 首届中国心电智能大赛决赛阶段解决方案-公开版 比赛网址 http://mdi.ids.tsinghua.edu.cn/☆10Aug 21, 2019Updated 6 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Mar 1, 2021Updated 5 years ago
- ☆17Feb 19, 2023Updated 3 years ago
- Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation☆32Dec 9, 2024Updated last year
- ☆106Nov 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.
- Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews☆21Jul 1, 2025Updated last year
- Self-supervised learning with graph neural network backbones for seizure detection in iEEG data.☆12Oct 7, 2024Updated last year
- pyCEPS provides an interface to import, visualize and translate clinical mapping data☆14Nov 25, 2025Updated 8 months ago
- ☆11Nov 10, 2023Updated 2 years ago
- ☆12May 16, 2023Updated 3 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆23Nov 7, 2022Updated 3 years ago
- Notes on methods using EEG for seizure prediction☆11Dec 16, 2019Updated 6 years ago
- Attention-Based Acoustic Feature Fusion Network for Depression Detection☆29Jun 14, 2025Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 2023Updated 3 years ago
- 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.
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 years ago
- ☆13Dec 2, 2024Updated last year
- Graph Knowledge Distillation☆13Mar 6, 2020Updated 6 years ago
- 这个是各位大表锅大表姐们要求建立~我是无辜的☆13Nov 22, 2018Updated 7 years ago
- ☆10Aug 13, 2021Updated 5 years ago
- 使用ISTANet网络重构压缩感知采样的1维光谱信号☆14Oct 12, 2023Updated 2 years ago
- PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.☆12Aug 4, 2019Updated 7 years ago
- Feature extraction for EEG signals☆29Jan 23, 2020Updated 6 years ago
- This is the model zoo for our CVPR 2023 paper: EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention☆14Mar 13, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A locally temporal-spatial pattern learning graph attention network (LTS-GAT) for EEG emotion recognition.☆12Jun 4, 2022Updated 4 years ago
- 《“笨方法”学Python3》☆16Jan 15, 2019Updated 7 years ago
- ☆12Nov 27, 2022Updated 3 years ago
- Implementation of the paper: StyleBERT: Text-Audio Sentiment Analysis with Bi-directional Style Enhancement☆14Apr 10, 2023Updated 3 years ago
- Large-scale Data Classification based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network☆13Nov 2, 2023Updated 2 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆54May 20, 2021Updated 5 years ago
- Experiments codes for SIGKDD '22 paper "User-Event Graph Embedding Learning for Context-Aware Recommendation"☆10Aug 14, 2022Updated 4 years ago