A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.
☆11Mar 11, 2024Updated 2 years ago
Alternatives and similar repositories for BCI-emotion-recognition
Users that are interested in BCI-emotion-recognition 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
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- 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
- ☆13Aug 31, 2023Updated 3 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆39Jul 29, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 《法文排版小课堂》中文译本☆10Aug 1, 2025Updated last year
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆110Apr 22, 2025Updated last year
- ☆10Dec 27, 2024Updated last year
- ☆12Jun 12, 2024Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆131Nov 4, 2020Updated 6 years ago
- EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network☆14Apr 12, 2023Updated 3 years ago
- Convolutional Channel Modulator for Transformer and LSTM Networks in EEG-based Emotion Recognition☆13Jul 4, 2025Updated last year
- ☆12Jul 14, 2025Updated last year
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- The papers on EEG emotion recognition☆13Nov 20, 2021Updated 4 years ago
- 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
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15May 10, 2023Updated 3 years ago
- Implementation of Attention-based Fusion for Multi-source Human Image Generation, S. Lathuilière, E. Sangineto, A. Siarohin, N. Sebe, WAC…☆10Oct 9, 2020Updated 6 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
- Final Project for Stanford Deep Generative Modeling Class CS236.☆13Dec 14, 2019Updated 6 years ago
- ☆22Oct 4, 2022Updated 4 years ago
- [NeurIPS 2025] SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding☆15Oct 26, 2025Updated last year
- 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.
- Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition☆18Apr 30, 2024Updated 2 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆64Apr 27, 2023Updated 3 years ago
- MauroSilvaPinto / Interpretable-EEG-seizure-prediction-using-a-multiobjective-evolutionary-algorithmCode and data of the paper "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm", published by Scientific …☆15May 4, 2023Updated 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
- The paper is being submitted☆20Jun 26, 2023Updated 3 years ago
- A simplistic web app for annotating emotions in human speech video recordings.☆29Oct 13, 2014Updated 12 years ago
- Differential entropy features of EEG dataset☆13Mar 28, 2023Updated 3 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆12Sep 28, 2022Updated 4 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆133May 21, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆57Oct 27, 2022Updated 4 years ago
- PyTorch implementation of TSception☆85Jan 31, 2023Updated 3 years ago
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 3 years ago
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 3 years ago
- ☆12Mar 24, 2018Updated 8 years ago
- Detection of oil spill located area in the Satelite images of Ocean☆16Aug 26, 2019Updated 7 years ago
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 3 years ago