aeldesoky / valence-arousal-detection-using-elm
A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG
☆14Updated 5 years ago
Alternatives and similar repositories for valence-arousal-detection-using-elm:
Users that are interested in valence-arousal-detection-using-elm are comparing it to the libraries listed below
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆21Updated 4 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Updated 2 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 6 years ago
- Emotion recognition using DEAP dataset，GSR。☆37Updated 6 years ago
- ☆36Updated 6 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆45Updated 5 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆29Updated 4 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆83Updated 5 years ago
- Feature extraction for EEG signals☆28Updated 5 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…☆48Updated 2 years ago
- Openly available framework:☆12Updated 4 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 6 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆57Updated last year
- EEG Emotion Classification algorithm - copy from private☆15Updated 9 years ago
- ☆13Updated 6 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆47Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆89Updated 6 years ago
- This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment☆16Updated 6 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 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 2 months ago
- This is for my Biomedical Computation class in campus. The problem is for classifying EEG Dataset from Bonn University that contains seiz…☆11Updated 8 years ago
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆16Updated 4 years ago
- ☆18Updated 4 years ago
- ☆27Updated 7 years ago
- This is a final project for my 2019 Winter course "Pattern Recognition".☆25Updated 4 years ago
- bruAristimunha / Re-Deep-Convolution-Neural-Network-and-Autoencoders-Based-Unsupervised-Feature-Learning-of-EEG☆21Updated 2 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆45Updated 3 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆128Updated 4 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
- 脑电情绪识别☆13Updated 2 years ago