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:
- ☆16Feb 19, 2022Updated 4 years ago
- EEG-Based Binary Classification of Normal and Depression Patients using CNN☆16Jun 21, 2023Updated 3 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆38Jun 28, 2024Updated 2 years ago
- ☆16Nov 13, 2020Updated 5 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆43Dec 11, 2020Updated 5 years ago
- Depression study through EEG data☆27Dec 18, 2021Updated 4 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 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☆31Dec 9, 2024Updated last year
- Self-supervised learning with graph neural network backbones for seizure detection in iEEG data.☆12Oct 7, 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.
- KDD 2020: AM-GCN: Adaptive Multi-channel Graph Convolutional Networks☆10Apr 20, 2021Updated 5 years ago
- pyCEPS provides an interface to import, visualize and translate clinical mapping data☆14Nov 25, 2025Updated 7 months ago
- AVEC 2013 Continuous Audio/Visual Emotion and Depression Recognition Challenge☆29May 7, 2013Updated 13 years ago
- A Weighted GCN with Logical Adjacency Matrix for Relation Extraction (ECAI2020)☆14Jan 24, 2021Updated 5 years ago
- ☆12May 16, 2023Updated 3 years ago
- ☆185Nov 3, 2022Updated 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
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 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.
- Feature extraction for EEG signals☆28Jan 23, 2020Updated 6 years ago
- Graph Knowledge Distillation☆13Mar 6, 2020Updated 6 years ago
- a deep learning method to detect 68 landmarks☆15Aug 1, 2018Updated 7 years ago
- ☆10Aug 13, 2021Updated 4 years ago
- Implementation of some swarm intelligence and evolutionary algorithms☆17Jul 1, 2018Updated 8 years ago
- Public EEG-based motor imagery (MI) datasets☆13Feb 1, 2024Updated 2 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Large-scale Data Classification based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network☆13Nov 2, 2023Updated 2 years ago
- Experiments codes for SIGKDD '22 paper "User-Event Graph Embedding Learning for Context-Aware Recommendation"☆10Aug 14, 2022Updated 3 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
- ☆21Jan 5, 2023Updated 3 years ago
- Human behaviour-based automatic depression analysis using hand-crafted statistics and deep learned spectral features☆12Dec 8, 2021Updated 4 years ago
- ☆13Nov 21, 2023Updated 2 years ago
- Topology Distillation for Recommender System (KDD'21)☆13Sep 2, 2021Updated 4 years ago