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…☆48Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆38Updated 5 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆71Updated 3 years ago
- 硕士期间课题研究记录☆16Updated 2 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆32Updated last year
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- Emotion recognition base on EEG.☆16Updated last year
- Emotion Recogniton LSTM RNN Arousal Valence☆47Updated 2 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
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Updated 3 years ago
- Feature selection for DEAP data☆8Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆61Updated 2 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Updated last year
- Classification of emotions based on eeg signals using deep learning and algorithms like LSTM and others☆9Updated 2 months ago
- 在 SEED 数据集上做 EEG 情绪识别☆108Updated 4 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆83Updated 5 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Updated last year
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Updated 2 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆9Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆89Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆65Updated 2 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆28Updated 6 months ago
- ☆30Updated last year
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆45Updated 5 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
- Emotion Recognition using ML methods on the SEED dataset☆20Updated 5 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☆18Updated 2 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆52Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆54Updated 3 years ago
- ☆30Updated 3 years ago