srovins / wesadLinks
Classifying WESAD mental stress data using autoencoder to extract features
☆17Updated 3 years ago
Alternatives and similar repositories for wesad
Users that are interested in wesad are comparing it to the libraries listed below
Sorting:
- Wearable Stress and Affect Detection☆17Updated 4 years ago
- Experimenting with WESAD using neural networks.☆19Updated 5 years ago
- dhananjaisrmgpc/WESAD-ML-based-classification☆14Updated 5 years ago
- E4 data, EDA stress detection☆86Updated 6 years ago
- Stress and Affect detection using WESAD dataset☆33Updated 2 months ago
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆53Updated 2 years ago
- sayang14 / Classification-of-Mental-Stress-from-Wearable-Physiological-Sensors-Using-Deep-Neural-NetworkStress detection using Convolutional Neural Network and Gramian Angular Field images☆12Updated 2 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆46Updated last month
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆26Updated 2 years ago
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆12Updated 3 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆102Updated 6 years ago
- ☆29Updated 2 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆237Updated last year
- Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients☆60Updated 4 years ago
- ☆30Updated last year
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆87Updated 2 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 4 years ago
- Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network☆40Updated 3 months ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆66Updated 2 months ago
- Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.☆26Updated last year
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆16Updated 2 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
- 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
- ☆109Updated last year
- ☆13Updated 3 years ago
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆31Updated 4 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆13Updated 2 years ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆14Updated 4 years ago