This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.
☆24Dec 14, 2024Updated last year
Alternatives and similar repositories for FBSTCNet
Users that are interested in FBSTCNet 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 official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆21Jul 24, 2025Updated last year
- An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, w…☆16Apr 6, 2023Updated 3 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 2023Updated 3 years ago
- EEG, SEED, SEED-IV, Emotion recognition, feature fusion.☆20Oct 15, 2025Updated 11 months 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.
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆96May 15, 2025Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆90May 19, 2025Updated last year
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- The official code of paper "Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition through Contrastive Learning" (AAAI 20…☆33Sep 30, 2025Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆82Apr 7, 2022Updated 4 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 3 years ago
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆110Apr 22, 2025Updated last year
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 3 years ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆24Jul 14, 2023Updated 3 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.
- [TAFFC-2022] PyTorch implementation of TSception v2☆153Oct 2, 2023Updated 3 years ago
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆18Apr 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
- Multi-Modal Cross-Subject Emotion Feature Alignment and Recognition with EEG and Eye Movements☆23Aug 4, 2024Updated 2 years ago
- ☆14Nov 7, 2025Updated 11 months ago
- ☆16Jan 30, 2024Updated 2 years ago
- ☆20Jul 30, 2020Updated 6 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 3 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- eeg based emotion classification transformer on DEAP data set☆14Feb 26, 2022Updated 4 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆58Apr 20, 2023Updated 3 years ago
- IEEE Transactions on Affective Computing, 2025☆24Jun 6, 2025Updated last year
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆37Oct 9, 2025Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆51Dec 30, 2024Updated last year
- 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
- ☆30Jan 11, 2024Updated 2 years ago
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆77May 30, 2022Updated 4 years ago
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 3 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.
- ☆33Dec 23, 2025Updated 9 months ago
- Utilities and examples of EEG analysis with Python☆15Apr 6, 2023Updated 3 years ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆19Apr 25, 2025Updated last year
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆220Oct 25, 2020Updated 5 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆121Jan 8, 2026Updated 9 months ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition☆26Oct 29, 2024Updated last year