SaraRostami / DeepRL_EmotionRecognition_UsingEEGsignals
EEG-based Emotion Recognition using Deep Reinforcement Learning
☆14Updated last year
Alternatives and similar repositories for DeepRL_EmotionRecognition_UsingEEGsignals:
Users that are interested in DeepRL_EmotionRecognition_UsingEEGsignals are comparing it to the libraries listed below
- 脑电情绪识别☆13Updated 2 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Updated 3 years ago
- Emotion recognition base on EEG.☆16Updated last year
- 硕士期间课题研究记录☆16Updated 2 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆11Updated 2 years ago
- Feature selection for DEAP data☆8Updated 2 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…☆48Updated 2 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆28Updated 6 months ago
- ☆30Updated last year
- Emotion Recogniton LSTM RNN Arousal Valence☆48Updated 2 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Updated 4 years ago
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆11Updated last year
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- 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
- ☆12Updated last year
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆61Updated 2 years ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆12Updated 3 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆38Updated 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…☆53Updated last year
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆15Updated last year
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆25Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆32Updated last year
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆18Updated 4 years ago
- ☆30Updated 3 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆71Updated 3 years ago
- ☆18Updated 4 years ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆28Updated last year
- 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