officialarijit / RECS
Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition using various physiological signals
☆21Updated 9 months ago
Alternatives and similar repositories for RECS:
Users that are interested in RECS are comparing it to the libraries listed below
- 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…☆47Updated 2 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆46Updated 2 years ago
- ☆30Updated 3 years ago
- 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…☆111Updated 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…☆35Updated 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…☆52Updated last year
- Emotion recognition from EEG and physiological signals using deep neural networks☆46Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆78Updated 7 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Updated 2 years ago
- EEG-based emotion classification using DEAP dataset☆130Updated 2 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆70Updated 3 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆82Updated 5 years ago
- Emotion recognition using DEAP dataset，GSR。☆37Updated 6 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆37Updated 5 years ago
- KNN classifier for human emotion from EEG☆22Updated 4 years ago
- 脑电情绪识别☆13Updated 2 years ago
- EEG-Based Emotion Recognition☆47Updated 8 months ago
- EEG Emotion classification using the DEAP pre-processed data☆141Updated 6 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆45Updated 3 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆47Updated last month
- ☆103Updated 5 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆163Updated 6 years ago
- DEAP Dataset Analysis Code☆50Updated 7 years ago
- It is an emotion detection with EEG and ECG signals.☆38Updated 4 years ago
- Repo for final year project☆57Updated 4 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Updated 3 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆56Updated 4 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆98Updated last year
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆127Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 years ago