aeldesoky / valence-arousal-detection-using-elmLinks
A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG
☆14Updated 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:
- 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
- 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
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Updated 5 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 7 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 6 years ago
- DEAP Dataset Analysis Code☆51Updated 7 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
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆93Updated 7 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆58Updated 2 years ago
- EEG Emotion Classification algorithm - copy from private☆15Updated 9 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- ☆27Updated 7 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
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- Emotion recognition using DEAP dataset,GSR。☆38Updated 6 years ago
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆17Updated 4 years ago
- ☆13Updated 6 years ago
- Semi-supervised Multi-view Variational Autoencoder (semiMVAE)☆8Updated 5 years ago
- A general matlab framework for EEG data classification☆49Updated 7 years ago
- EEG motor imagery classification using convolutional neural networks☆36Updated 2 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆204Updated 4 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Updated 3 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆89Updated 7 years ago
- Code for our IJCNN 2018 paper "Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network"☆12Updated 7 years ago
- ☆44Updated 6 years ago
- EEG Emotion classification using the DEAP pre-processed data☆153Updated 6 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆42Updated 5 years ago
- ☆68Updated 6 years ago
- MI-EEG recognition☆10Updated 6 years ago
- 1D Convolutional Neural Networks for P300 detection from EEG signals☆88Updated 2 years ago