belaalb / Emotion-RecognitionView external linksLinks
Emotion recognition from EEG and physiological signals using deep neural networks
☆49May 24, 2018Updated 7 years ago
Alternatives and similar repositories for Emotion-Recognition
Users that are interested in Emotion-Recognition are comparing it to the libraries listed below
Sorting:
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆89Aug 3, 2019Updated 6 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- Toolbox for Emotion Analysis using Physiological signals☆58Oct 28, 2022Updated 3 years ago
- ☆27Jan 19, 2018Updated 8 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 2 years ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 7 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment☆19Oct 5, 2018Updated 7 years ago
- Realtime emotion recognition from EEG data.☆168Oct 24, 2018Updated 7 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆21Jul 5, 2020Updated 5 years ago
- The GitHub repository contains the online system code derived from the 'visual tracking brain-computer interface' research. This code enc…☆11Jan 24, 2024Updated 2 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- Role of physiological signals in multimodal emotion recognition solutions in autonomous driving☆12Sep 11, 2021Updated 4 years ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆28Sep 11, 2022Updated 3 years ago
- EEG emotion recognition based on Temporal convolutional network☆25Mar 10, 2019Updated 6 years ago
- Feature extraction for EEG signals☆29Jan 23, 2020Updated 6 years ago
- Semi-supervised Multi-view Variational Autoencoder (semiMVAE)☆11Sep 28, 2017Updated 8 years ago
- ☆13Jan 25, 2024Updated 2 years ago
- ☆13Aug 31, 2023Updated 2 years ago
- ☆108Mar 16, 2019Updated 6 years ago
- 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…☆60Dec 9, 2022Updated 3 years ago
- PyTorch implementation of TSception☆83Jan 31, 2023Updated 3 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆50Mar 29, 2021Updated 4 years ago
- This project is the codes to generate universal adversarial perturbations for EEG-based BCIs.☆11Jul 9, 2020Updated 5 years ago
- This is a final project for my 2019 Winter course "Pattern Recognition".☆26Dec 11, 2020Updated 5 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆107Oct 22, 2025Updated 3 months ago
- The papers on EEG emotion recognition☆14Nov 20, 2021Updated 4 years ago
- EEG Emotion Classification algorithm - copy from private☆15Mar 1, 2016Updated 9 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 2 years ago
- ☆34Mar 16, 2025Updated 10 months ago
- A list of papers for emotion recognition using machine learning/deep learning.☆57Feb 22, 2021Updated 4 years ago
- Mental Workload Assessment using EEG☆16Jul 13, 2019Updated 6 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Jul 7, 2021Updated 4 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Jan 10, 2023Updated 3 years ago
- Emotional recognition using electroencephelography (EEG)☆19Jul 30, 2018Updated 7 years ago