shubhe25p / Emotion-detection-from-EEGLinks
KNN classifier for human emotion from EEG
☆24Updated 4 years ago
Alternatives and similar repositories for Emotion-detection-from-EEG
Users that are interested in Emotion-detection-from-EEG are comparing it to the libraries listed below
Sorting:
- 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…☆123Updated 4 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…☆54Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆154Updated 6 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆178Updated 6 years ago
- ☆32Updated 4 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆48Updated 4 years ago
- EEG-based emotion classification using DEAP dataset☆148Updated 2 years ago
- Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析,使用python…☆35Updated 3 months ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆77Updated 3 years ago
- Realtime emotion recognition from EEG data.☆164Updated 6 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆57Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆40Updated 6 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
- 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
- PyTorch EEG emotion analysis using DEAP dataset☆89Updated 7 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆112Updated 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…☆59Updated 2 years ago
- 脑电情绪识别☆12Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆226Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆35Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆93Updated 7 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 7 years ago
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆35Updated 2 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
- ☆108Updated 6 years ago
- Feature selection for DEAP data☆8Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆69Updated 2 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆31Updated 4 years ago