riggraz / valence-arousal-classification-from-eeg
Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets
☆11Updated 2 years ago
Alternatives and similar repositories for valence-arousal-classification-from-eeg:
Users that are interested in valence-arousal-classification-from-eeg are comparing it to the libraries listed below
- Feature selection for DEAP data☆8Updated 2 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Updated 3 years ago
- 脑电情绪识别☆13Updated 2 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Updated 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
- ☆30Updated 3 years ago
- Emotion recognition base on EEG.☆16Updated last year
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆52Updated last year
- ☆30Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆32Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆61Updated 2 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Updated last year
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆13Updated 2 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆38Updated 5 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆47Updated 2 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆71Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆27Updated 6 months ago
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- ☆12Updated last year
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆11Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆112Updated last year
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆10Updated last year
- 硕士期间课题研究记录☆16Updated 2 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆51Updated 2 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆9Updated last year
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Updated 4 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆70Updated 2 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆18Updated 4 years ago