Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)
☆91May 15, 2025Updated 11 months ago
Alternatives and similar repositories for MHyEEG
Users that are interested in MHyEEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆75Sep 29, 2025Updated 7 months ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆23Dec 14, 2024Updated last year
- ☆27Jan 11, 2024Updated 2 years ago
- ☆11Feb 9, 2023Updated 3 years ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆18Oct 5, 2023Updated 2 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.
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆30Sep 11, 2022Updated 3 years ago
- The official code of paper "Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition through Contrastive Learning" (AAAI 20…☆33Sep 30, 2025Updated 7 months ago
- Role of physiological signals in multimodal emotion recognition solutions in autonomous driving☆12Sep 11, 2021Updated 4 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆103Jan 8, 2026Updated 3 months ago
- Code for the paper "An instantaneous voice synthesis neuroprosthesis" Wairagkar et al. Nature 2025☆43Jun 11, 2025Updated 10 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 2 years ago
- ☆13Jan 25, 2024Updated 2 years ago
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆17Apr 30, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆104Jun 21, 2023Updated 2 years ago
- DL model estimating vigilance levels using multimodal EEG and EOG☆32Jul 7, 2022Updated 3 years ago
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆101Apr 22, 2025Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆193Mar 18, 2026Updated last month
- [MICCAI 2024] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition☆60Dec 14, 2024Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆49Dec 30, 2024Updated last year
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆21Jul 24, 2025Updated 9 months ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆53Jul 3, 2024Updated last year
- ☆31May 2, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆56Jul 23, 2021Updated 4 years ago
- IEEE Transactions on Affective Computing, 2025☆24Jun 6, 2025Updated 10 months ago
- [Neural Networks 2025] EEGMamba: An EEG Foundation Model with Mamba☆90Nov 17, 2025Updated 5 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆157Feb 26, 2026Updated 2 months ago
- [TCSS 2025] The official implementation code for "PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Syn…☆45Dec 29, 2025Updated 4 months ago
- This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.☆24Jul 2, 2024Updated last year
- ☆10Dec 27, 2024Updated last year
- Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)☆14Mar 12, 2025Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆150Oct 2, 2023Updated 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.
- EEG-Based Emotion Recognition☆70Jun 9, 2024Updated last year
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 years ago
- the implementation of multimodal emtion recognizer —— CTCNe which is proposed in "Learning Regional-Level Feature Fusion and Sentiment-Re…☆19Jul 26, 2020Updated 5 years ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆17Dec 14, 2020Updated 5 years ago
- ☆29Dec 23, 2025Updated 4 months ago
- ☆16May 19, 2022Updated 3 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆90Aug 3, 2019Updated 6 years ago