Emotion Recogniton LSTM RNN Arousal Valence
☆65Mar 2, 2023Updated 3 years ago
Alternatives and similar repositories for DEAP-Emotion-Recognition
Users that are interested in DEAP-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 project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆62Dec 9, 2022Updated 3 years ago
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 3 years ago
- Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析,使用python…☆41May 11, 2025Updated last year
- EEG Emotion classification using the DEAP pre-processed data☆167Nov 7, 2018Updated 7 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆96May 26, 2022Updated 4 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.
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 3 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆202Mar 1, 2019Updated 7 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆80Feb 22, 2023Updated 3 years ago
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 3 years ago
- 脑电情绪识别☆14Nov 20, 2022Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆138Apr 4, 2021Updated 5 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆97Dec 5, 2017Updated 8 years ago
- REAL-TIME EMOTION RECOGNITION FROM EEG SIGNALS USING ONE ELECTRODE DEVICE☆10Feb 23, 2021Updated 5 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.
- ☆32Apr 10, 2021Updated 5 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆131Nov 4, 2020Updated 5 years ago
- A locally temporal-spatial pattern learning graph attention network (LTS-GAT) for EEG emotion recognition.☆12Jun 4, 2022Updated 4 years ago
- Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition…☆27May 18, 2024Updated 2 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆91Aug 3, 2019Updated 7 years ago
- ☆30May 2, 2023Updated 3 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated 2 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 3 years ago
- Emotion recognition using DEAP dataset,GSR。☆40Nov 24, 2018Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆48Oct 25, 2019Updated 6 years ago
- ☆11May 15, 2019Updated 7 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆34Feb 25, 2023Updated 3 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
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 2023Updated 3 years ago
- This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment☆20Oct 5, 2018Updated 7 years ago
- 浙江工业大学暑假实训,树莓派小车4WD,主题为安保小车,具有红外循迹,自动避障,opencv人脸检测,腾讯API接口实现人脸对比,语音识别功能☆22Jul 11, 2023Updated 3 years ago
- Emotional recognition using electroencephelography (EEG)☆19Jul 30, 2018Updated 8 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆41Apr 11, 2021Updated 5 years ago
- 国科大人机交互大作业:多模态情感识别☆138Apr 26, 2022Updated 4 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆49Mar 29, 2021Updated 5 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆50May 24, 2018Updated 8 years ago
- ☆58Jul 23, 2021Updated 5 years ago
- Affective EEG-Based Person Identification Using the Deep Learning Approach (IEEE Transactions on Cognitive and Developmental Systems)☆17Oct 23, 2019Updated 6 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 8 years ago