☆106Nov 14, 2024Updated last year
Alternatives and similar repositories for GNN4EEG
Users that are interested in GNN4EEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆134Sep 5, 2023Updated 3 years ago
- The implementation of deep learning models for EEG classification.☆15Apr 21, 2023Updated 3 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆125May 3, 2023Updated 3 years ago
- the implementation of the ASAD_DenseNet☆32Mar 24, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆219Oct 25, 2020Updated 5 years ago
- ☆21Jul 13, 2023Updated 3 years ago
- ☆17Oct 6, 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
- [TAFFC-2022] PyTorch implementation of TSception v2☆153Oct 2, 2023Updated 2 years ago
- ☆184Nov 3, 2022Updated 3 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆121Jan 8, 2026Updated 8 months ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 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.
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆184Oct 8, 2022Updated 3 years ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆78Nov 10, 2023Updated 2 years ago
- EEG-Based Emotion Recognition☆70May 29, 2026Updated 3 months ago
- ☆14Jul 7, 2021Updated 5 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆51Dec 30, 2024Updated last year
- A project emulating a GNN model which uses EEG data to identify depression in individuals.☆23Apr 6, 2023Updated 3 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attentio…☆10Sep 15, 2021Updated 5 years ago
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆11Oct 18, 2025Updated 11 months ago
- NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural …☆63Aug 7, 2024Updated 2 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.
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆110Apr 22, 2025Updated last year
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆24Jun 7, 2022Updated 4 years ago
- Source code for the paper: Sun, Biao, et al. "Graph Convolution Neural Network based End-to-end Channel Selection and Classification for …☆21Dec 18, 2022Updated 3 years ago
- ☆11May 20, 2023Updated 3 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆87Updated this week
- ☆12Apr 18, 2023Updated 3 years ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆226Mar 18, 2026Updated 6 months ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Mar 1, 2021Updated 5 years ago
- This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.☆25Jul 2, 2024Updated 2 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 5 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆93Aug 3, 2024Updated 2 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆763Jul 24, 2024Updated 2 years ago
- Conditional EEG diffusion model☆17Apr 5, 2024Updated 2 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 6 years ago