PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition
☆75Apr 30, 2024Updated 2 years ago
Alternatives and similar repositories for PGCN
Users that are interested in PGCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆108Jun 21, 2023Updated 3 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆222Oct 25, 2020Updated 6 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆110Apr 22, 2025Updated last year
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆38Oct 9, 2025Updated last year
- 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.
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆135Sep 5, 2023Updated 3 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆128May 3, 2023Updated 3 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆51Dec 30, 2024Updated last year
- 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
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆20Apr 25, 2025Updated last year
- ☆17Oct 6, 2023Updated 3 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆125Jan 8, 2026Updated 9 months ago
- ☆105Nov 14, 2024Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆154Oct 2, 2023Updated 3 years ago
- 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.
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆21Jul 24, 2025Updated last year
- ☆19Mar 26, 2023Updated 3 years ago
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 4 years ago
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆18Apr 30, 2024Updated 2 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆118Oct 22, 2025Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆83Sep 29, 2025Updated last year
- Multi-Modal Cross-Subject Emotion Feature Alignment and Recognition with EEG and Eye Movements☆23Aug 4, 2024Updated 2 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆85Sep 24, 2020Updated 6 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆92May 19, 2025Updated last year
- 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.
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- We propose a time-aware sampling network (TAS-Net) using deep reinforcement learning (DRL) for unsupervised emotion recognition, which is…☆22Oct 8, 2023Updated 3 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
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆84Apr 7, 2022Updated 4 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆183Oct 8, 2022Updated 4 years ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆231Mar 18, 2026Updated 7 months ago
- [MICCAI 2024] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition☆61Dec 14, 2024Updated last year
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 5 years ago
- MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition☆27Oct 29, 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.
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆12Sep 21, 2022Updated 4 years ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆24Dec 14, 2024Updated last year
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆59Mar 28, 2026Updated 7 months ago
- FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition☆16Jul 8, 2025Updated last year
- arious Attention Mechanism Graph Convolutional Network with Multi-Source Domain Adaptation for Cross-Subject EEG Emotion Recognition☆12Oct 30, 2025Updated last year
- ☆12Jun 12, 2024Updated 2 years ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆17Oct 5, 2023Updated 3 years ago