jagan-shanmugam / stress_affect_detection
Stress and Affect detection using WESAD dataset
☆30Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for stress_affect_detection
- E4 data, EDA stress detection☆64Updated 5 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆33Updated 2 years ago
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆40Updated 2 years ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆12Updated 3 years ago
- Biosignal processing for automatic emotion recognition☆40Updated last year
- Experimenting with WESAD using neural networks.☆16Updated 5 years ago
- CardioGAN - AAAI 2021☆50Updated 2 years ago
- Obstructive Sleep Apnea, OSA, CNN, ECG signal, LeNet5☆52Updated 3 years ago
- Using self-supervised learning to extract features from PPG signals☆16Updated last year
- ☆11Updated 3 years ago
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆39Updated 3 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆36Updated 3 years ago
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆26Updated 3 years ago
- A python script to process raw ECG signals and impute the peaks and heartbeats following noise suppression to obtain processed ECG☆43Updated 5 years ago
- ECG Sleep Apnea Detection☆63Updated last year
- Are you ready to FLIRT with your wearable data?☆65Updated 7 months ago
- ☆49Updated 11 months ago
- Toolbox for Emotion Analysis using Physiological signals☆57Updated 2 years ago
- This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.☆57Updated 11 months ago
- The official implementation of the paper "Reconstructing QRS Complex from PPG by Transformed Attentional Neural Networks"☆31Updated last year
- Photoplethysmogram-based Real-Time Cognitive Load Assessment Using Multi-Feature Fusion Model☆62Updated last year
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆39Updated 11 months ago
- ☆29Updated 4 years ago
- Transfer learning for sleep stage detection☆27Updated 3 years ago
- Extraction of ECG data features (hrv) using python☆28Updated last year
- NABNet: A Nested Attention-guided BiConvLSTM Network for a robust prediction of Blood Pressure components from reconstructed Arterial Bl…☆36Updated last year
- Supplementary codes for the K-EmoCon dataset☆24Updated 3 years ago
- A COMPREHENSIVE ANALYSIS OF SLEEP APNEA☆43Updated 2 years ago
- A library to compute ECG signal quality indicators☆38Updated last year
- Emotion recognition from EEG and physiological signals using deep neural networks☆46Updated 6 years ago