Discover Brophy-E/Multivariate-timeseries-GANs Open Source project

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Brophy-E

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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.

ECG_GAN_MBD

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

Python

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".

Jupyter Notebook

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.

Jupyter Notebook

DenoiseEEG-GAN

Repository for Denoising EEG using GANs

Jupyter Notebook