The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based Emotion Recognition'
☆17Oct 5, 2023Updated 2 years ago
Alternatives and similar repositories for SI-CLEER
Users that are interested in SI-CLEER are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆20Jul 24, 2025Updated 10 months ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆54Jul 3, 2024Updated last year
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- ☆31May 2, 2023Updated 3 years ago
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 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.
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆51Dec 30, 2024Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆20Apr 25, 2025Updated last year
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 3 years ago
- [MICCAI 2024] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition☆60Dec 14, 2024Updated last year
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- ☆45Nov 19, 2024Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆78Sep 29, 2025Updated 7 months ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆217Oct 25, 2020Updated 5 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 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.
- ☆10Jun 10, 2023Updated 2 years ago
- ☆28Jan 11, 2024Updated 2 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆116Oct 22, 2025Updated 7 months ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆93May 15, 2025Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆80May 19, 2025Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆81Apr 7, 2022Updated 4 years ago
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆79Feb 22, 2023Updated 3 years ago
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 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.
- An End-to-end Transformer for Alzheimer's Disease Detection☆22Aug 5, 2025Updated 9 months ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆142Jul 20, 2021Updated 4 years ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆23Dec 14, 2024Updated last year
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆75Apr 30, 2024Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆45Jul 2, 2019Updated 6 years ago
- ☆32Apr 10, 2021Updated 5 years ago
- ☆24Oct 15, 2023Updated 2 years ago
- ☆19Feb 21, 2025Updated last year
- EEG-Based Emotion Recognition☆70Jun 9, 2024Updated last year
- 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.
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆30Feb 6, 2023Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated 10 months ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆39Apr 15, 2025Updated last year
- Code implementation of our BMVC 2022 paper: Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition☆11Dec 18, 2022Updated 3 years ago
- ☆34Mar 16, 2025Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆106Jun 21, 2023Updated 2 years ago
- ☆29Dec 23, 2025Updated 5 months ago