EEG emotion recognition with graph isomorphism network (GIN)
☆11Oct 10, 2023Updated 3 years ago
Alternatives and similar repositories for EEG_emotion_recognition_with_GIN
Users that are interested in EEG_emotion_recognition_with_GIN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆80Feb 22, 2023Updated 3 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 3 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 3 years ago
- emotion recognition through eeg by using HOS method☆10Dec 29, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"☆13Dec 8, 2020Updated 5 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 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 7 years ago
- the code for Spiking neural networks (SSN) on EEG emotion recognition☆14Sep 28, 2023Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- ☆30May 2, 2023Updated 3 years ago
- 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
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 7 years ago
- ☆13Aug 31, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition☆10Oct 2, 2022Updated 4 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
- Motor Imagery Classification using Attention based Parallel CNN-LSTM architecture. Dataset used: PhysioNet Motor Imagery Dataset☆12Aug 12, 2020Updated 6 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
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 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
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- EEG情感识别☆16Dec 9, 2020Updated 5 years ago
- EEG-Based Emotion Recognition☆70May 29, 2026Updated 4 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.
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- [ICML'25] Pre-training graph contrastive masked autoencoders are strong distillers for EEG☆14May 25, 2025Updated last year
- 在 SEED 数据集上做 EEG 情绪识别☆131Nov 4, 2020Updated 5 years ago
- 脑电情绪识别☆14Nov 20, 2022Updated 3 years ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- ☆17Oct 6, 2023Updated 3 years ago
- SSABN:Spatial-spectral Attention Bilateral Network for Hyperspectral Unmixing.☆10Jul 12, 2023Updated 3 years ago
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.☆12Jan 7, 2021Updated 5 years ago
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆11Mar 2, 2024Updated 2 years ago
- An exploration of "Kaggle-EEG data for Mental Attention State Detection". Construct a pipeline to preprocess data. Use Wavelet Packet Dec…☆10Jan 6, 2022Updated 4 years ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆11Jan 3, 2022Updated 4 years ago
- In this repository, based on the latest NLP pappers, we researched on sequential data and time series and developed tasks in NLP such as …☆14May 11, 2024Updated 2 years ago
- Stock investment can be one of the ways to manage one’s asset. Technical analysis is sometimes used in financial markets to assist trader…☆14Sep 30, 2020Updated 6 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆126May 3, 2023Updated 3 years ago