WJMatthew / WESADLinks
E4 data, EDA stress detection
☆90Updated 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
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆46Updated 3 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆112Updated last week
- A list of papers for physiological signal classification using machine learning/deep learning.☆243Updated 3 years ago
- Biosignal processing for automatic emotion recognition☆48Updated 2 years ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆28Updated 2 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆103Updated 6 years ago
- Wearable Stress and Affect Detection☆17Updated 4 years ago
- Stress and Affect detection using WESAD dataset☆36Updated 5 months ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆52Updated 2 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆14Updated 3 years ago
- It is an emotion detection with EEG and ECG signals.☆40Updated 5 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆240Updated last year
- Supplementary codes for the K-EmoCon dataset☆28Updated 4 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆153Updated 2 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆66Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆68Updated last year
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆112Updated 2 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆57Updated 4 years ago
- CardioGAN - AAAI 2021☆63Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆93Updated 3 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆31Updated 2 years ago
- Deep learning ECG models implemented using PyTorch☆230Updated last month
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆16Updated 2 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆51Updated 2 months ago
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- The project is about applying CNNs to EEG data from CHB-MIT to predict seizure☆120Updated 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…☆61Updated 2 years ago
- ☆32Updated 2 years ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆104Updated last month