Mindlink Explorer

MindLink is an open source system which combines EEG and facial expressions to classify emotions of human. This is a project lunched by MindLink-Exploring developers.
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Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Eeg Datasets1,703
5 months ago8
A list of all public EEG-datasets
Realtime Eeg Based Emotion Recognition55
5 years ago1Python
Realtime emotion recognition from EEG data.
De_cnn42
a year ago1Python
This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition" (To appear...)
Emotion Classification35
9 years ago3mitPython
Feature selection via dependence maximization for EEG based emotion classification.
Eeg Emotion Recognition27
6 years ago1Jupyter Notebook
EEG data processing and it's convolution using AutoEncoder + CNN + RNN
Eeg Based Emotion Analysis Using Deap Dataset For Supervised Machine Learning25
5 years ago5Python
This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.
Deep Learning Emotion Decoding Using Eeg Data From Autism Individuals24
7 months agoPython
Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical data were collected in StonyBrook Social Competence Treatment Lab, for data request evaluation please contact professor Matthew D. Lerner [email protected]
Rgnn21
3 years agoPython
The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"
Eeg_emotion_classifier_deap20
5 years ago2Jupyter Notebook
EEG Emotion classification using the DEAP pre-processed data
Biosignal Emotions Bhs 202014
3 years ago6cc0-1.0Jupyter Notebook
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