Public Models considered for emotion estimation from EEG
☆33Sep 8, 2022Updated 3 years ago
Alternatives and similar repositories for Emotion-EEG
Users that are interested in Emotion-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:
- ☆21Dec 8, 2022Updated 3 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆117Oct 22, 2025Updated 10 months ago
- ☆133Dec 8, 2022Updated 3 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Sep 18, 2022Updated 3 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆82Apr 7, 2022Updated 4 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.
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆219Oct 25, 2020Updated 5 years ago
- ☆30May 2, 2023Updated 3 years ago
- ☆10Aug 13, 2021Updated 5 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 6 years ago
- ☆35Mar 16, 2025Updated last year
- PyTorch implementation of TSception☆86Jan 31, 2023Updated 3 years ago
- ☆41Apr 11, 2021Updated 5 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆152Oct 2, 2023Updated 2 years ago
- Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python…☆41May 11, 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.
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 3 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Mar 7, 2023Updated 3 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆48Oct 25, 2019Updated 6 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆142Jul 20, 2021Updated 5 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆30Nov 30, 2025Updated 9 months ago
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 5 years ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆56Jul 3, 2024Updated 2 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆77Apr 15, 2025Updated last year
- Perform EEG Channel selection with Gumbel-softmax☆13Jan 5, 2021Updated 5 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.
- ☆44Nov 19, 2024Updated last year
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 3 years ago
- ☆11May 15, 2019Updated 7 years ago
- 使用4D切片方式，利用深度学习从时、频、空间域进行EEG情绪识别解码☆28Feb 5, 2023Updated 3 years ago
- This repository contains a Python code script for performing emotion classification using EEG (Electroencephalogram) data. Emotion classi…☆25Sep 4, 2023Updated 3 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆85Sep 24, 2020Updated 5 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆89May 19, 2025Updated last year
- ☆13Aug 31, 2023Updated 3 years ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Aug 5, 2026Updated last month
- 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.
- Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition…☆27May 18, 2024Updated 2 years ago
- ☆29Oct 6, 2025Updated 11 months ago
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 3 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆19Jun 29, 2022Updated 4 years ago
- A library with tools for EEG analysis. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S235…☆15Jun 8, 2021Updated 5 years ago
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆18Apr 30, 2024Updated 2 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆58Feb 22, 2021Updated 5 years ago