aeldesoky / valence-arousal-detection-using-elmLinks
A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG
☆15Updated 6 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
Sorting:
- Toolbox for Emotion Analysis using Physiological signals☆58Updated 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…☆130Updated 5 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆21Updated 5 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Updated 6 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95Updated 7 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆48Updated 7 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆55Updated 5 months ago
- ☆27Updated 7 years ago
- DEAP Dataset Analysis Code☆51Updated 7 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Updated 6 years ago
- EEG Emotion Classification algorithm - copy from private☆15Updated 9 years ago
- EEG emotion recognition based on Temporal convolutional network☆25Updated 6 years ago
- EEG Emotion classification using the DEAP pre-processed data☆161Updated 7 years ago
- Emotion recognition using DEAP dataset,GSR。☆39Updated 6 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆53Updated 10 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆210Updated 5 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆87Updated 6 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Updated 3 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Updated 2 years ago
- A general matlab framework for EEG data classification☆50Updated 8 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆43Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆91Updated 7 years ago
- ☆68Updated 6 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆41Updated 2 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆184Updated 6 years ago
- ☆13Updated 6 years ago
- A tensorflow implementation for EEGLearn☆78Updated 6 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Updated 5 years ago
- 1D Convolutional Neural Networks for P300 detection from EEG signals☆90Updated 2 years ago