yinxiaojian / emotion-recognition
基于皮肤电信号的情绪识别算法
☆19Updated 7 years ago
Alternatives and similar repositories for emotion-recognition:
Users that are interested in emotion-recognition are comparing it to the libraries listed below
- 脑电情绪识别☆13Updated 2 years ago
- Emotion recognition using DEAP dataset，GSR。☆37Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆76Updated 7 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆66Updated 3 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆80Updated 5 years ago
- ☆35Updated 5 years ago
- EEG-based emotion classification using DEAP dataset☆125Updated last year
- 在 SEED 数据集上做 EEG 情绪识别☆107Updated 4 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆42Updated last year
- 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…☆43Updated 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 this week
- Emotion Recognition using ML methods on the SEED dataset☆20Updated 5 years ago
- It is an emotion detection with EEG and ECG signals.☆38Updated 4 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆125Updated 4 years ago
- EEG Emotion Classification algorithm - copy from private☆15Updated 8 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆46Updated 6 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆19Updated 4 years ago
- ☆9Updated 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…☆34Updated 2 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆81Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆64Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆35Updated 5 years ago
- EEG Emotion classification using the DEAP pre-processed data☆136Updated 6 years ago
- ☆103Updated 5 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆51Updated last year
- 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…☆109Updated 3 years ago
- ☆65Updated 2 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆11Updated 5 years ago
- Pytorch implementation of EEGNet.☆43Updated 2 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆57Updated 3 years ago