LOVISHARYX / HRV-and-GSR-as-Viable-Physiological-Markers-for-Mental-Health-Recognition
Mental stress has become a standard part of day-to-day life. However, experiencing long-term and high-level stress affects the daily life and wellness of the person. Consequently, an individual's performance and management ability degrade significantly in critical situations. Electrocardiogram (ECG), Galvanic Skin Response (GSR), Electromyogram …
☆12Updated 2 years ago
Alternatives and similar repositories for HRV-and-GSR-as-Viable-Physiological-Markers-for-Mental-Health-Recognition:
Users that are interested in HRV-and-GSR-as-Viable-Physiological-Markers-for-Mental-Health-Recognition are comparing it to the libraries listed below
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆48Updated 2 years ago
- It is an emotion detection with EEG and ECG signals.☆38Updated 4 years ago
- 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
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- Biosignal processing for automatic emotion recognition☆46Updated 2 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆42Updated 2 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆40Updated 4 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆82Updated 2 years ago
- Sleep stage detection using ECG☆120Updated 2 weeks ago
- ☆30Updated 3 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 6 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆81Updated last year
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆29Updated 3 years ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆14Updated 4 years ago
- ☆19Updated 3 years ago
- Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients☆59Updated 4 years ago
- Project to predict sleep stages based on EEG, ECG, EOG data. Signals are filtered using different methods (Wavelet, Butterworth). The pre…☆11Updated 2 years ago
- Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition…☆21Updated 10 months ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆24Updated 2 years ago
- A graphical user interface for feature extraction from heart- and breathing biosignals.☆67Updated 7 months ago
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- Toolbox for Emotion Analysis using Physiological signals☆58Updated 2 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆11Updated 2 years ago
- Emotion recognition using DEAP dataset，GSR。☆37Updated 6 years ago
- LSTM-based neural network system to predict EEG signals☆29Updated 6 years ago
- ☆37Updated 4 years ago
- E4 data, EDA stress detection☆76Updated 5 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆20Updated 4 years ago
- This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.☆61Updated last year