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cnns_har_and_hr

This repository is an artifact for the paper "CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications" submitted to the WristSense workshop as part of PerCom 2020.

deepecg_network

denoiseeeg-gan

Repository for Denoising EEG using GANs

ecg_denoise_custom-loss

Development of Custom Loss function for denoising ECG

ecg_gan_mbd

This repository is for the paper "Synthesis of Realistic ECG using Generative Adversarial Networks".

gan_lstm_ecg

miscellaneous-functions

A bunch of handy Python functions for a number different applications.

multivariate-timeseries-gans

This repository is an artifact for the paper under review "Multivariate Generative Adversarial Networks and their Loss Functions for Synthesis of Multichannel ECGs" submitted to IEEE Pattern Recognition and Machine Intelligence 2020. The code is available as Jupyter Notebooks `.ipynb`, `.py` files will be added shortly.

ppg-image-classifier

For the paper: An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

t2tgan

This repository is for our work submitted to ArXiv and under review at EMBC2021 titled "Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach".

timeseries_gan_review

A Survey and Taxonomy of recent GANs developments in time series.