zerozzl / eeg_emotion_recognition
脑电情绪识别
☆13Updated 2 years ago
Alternatives and similar repositories for eeg_emotion_recognition:
Users that are interested in eeg_emotion_recognition are comparing it to the libraries listed below
- 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
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆32Updated last year
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆73Updated 3 years ago
- Emotion recognition base on EEG.☆16Updated last year
- 在 SEED 数据集上做 EEG 情绪识别☆109Updated 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…☆53Updated last year
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆53Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆65Updated 2 years ago
- Feature selection for DEAP data☆8Updated 3 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆50Updated 2 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆46Updated 5 years ago
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆12Updated 4 years ago
- 硕士期间课题研究记录☆17Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆68Updated 2 years ago
- Classification of emotions based on eeg signals using deep learning and algorithms like LSTM and others☆9Updated 3 months ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆84Updated 5 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago
- 使用4D切片方式，利用深度学习从时、频、空间域进行EEG情绪识别解码☆20Updated 2 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Updated 3 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- Feature extraction for EEG signals☆28Updated 5 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Updated 2 years ago
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- Emotion Recognition using ML methods on the SEED dataset☆20Updated 5 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Updated last year
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 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
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 2 years ago