WJMatthew / WESADLinks
E4 data, EDA stress detection
☆84Updated 6 years ago
Alternatives and similar repositories for WESAD
Users that are interested in WESAD are comparing it to the libraries listed below
Sorting:
- Experimenting with WESAD using neural networks.☆19Updated 5 years ago
- Wearable Stress and Affect Detection☆17Updated 4 years ago
- Classifying WESAD mental stress data using autoencoder to extract features☆16Updated 3 years ago
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆53Updated 2 years ago
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- Stress and Affect detection using WESAD dataset☆33Updated 2 months ago
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆44Updated 2 weeks ago
- Biosignal processing for automatic emotion recognition☆48Updated 2 years ago
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆31Updated 3 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆57Updated 2 years ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆87Updated this week
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆103Updated 2 years ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆26Updated 2 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆168Updated 6 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆52Updated 2 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆34Updated last year
- EEG-based emotion classification using DEAP dataset☆139Updated 2 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆56Updated 4 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆50Updated 4 months ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆14Updated 4 years ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆62Updated 3 weeks ago
- Emotion recognition using DEAP dataset,GSR。☆38Updated 6 years ago
- ☆19Updated 3 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆30Updated 2 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆11Updated last year
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆13Updated 2 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 7 years ago
- This repo is for the submission for my Final Year Project on creating Synthetic EEG Data using General Adverserial Neural Networks (GANs)…☆50Updated 4 years ago