paulmorio / deap_analysisLinks
DEAP Dataset Analysis Code
☆51Updated 7 years ago
Alternatives and similar repositories for deap_analysis
Users that are interested in deap_analysis are comparing it to the libraries listed below
Sorting:
- PyTorch EEG emotion analysis using DEAP dataset☆84Updated 7 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆85Updated 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…☆128Updated 5 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆46Updated 5 years ago
- Emotion Recognition using ML methods on the SEED dataset☆20Updated 5 years ago
- EEG Emotion classification using the DEAP pre-processed data☆146Updated 6 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆22Updated 4 years ago
- ☆107Updated 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…☆51Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆39Updated 5 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 7 years ago
- PyTorch implementation of TSception☆75Updated 2 years ago
- Emotion recognition using DEAP dataset，GSR。☆38Updated 6 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆57Updated 2 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆73Updated 3 years ago
- EEG-based emotion classification using DEAP dataset☆141Updated 2 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 7 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆56Updated 2 years ago
- ☆38Updated 4 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 6 years ago
- ☆32Updated 4 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆117Updated 4 years ago
- Feature Extraction of Mental Load EEG signals☆59Updated 8 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆40Updated 5 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆53Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆92Updated 2 years ago
- ☆18Updated 4 years ago
- ☆27Updated 7 years ago