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Posts

Future Blog Post

less than 1 minute read

Published: January 01, 2199

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published: August 14, 2015

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published: August 14, 2014

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published: August 14, 2013

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published: August 14, 2012

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

Portfolio item number 1

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publications

TinyML for UWB-radar based presence detection

Published in The International Joint Conference on Neural Networks (IJCNN), Padua (IT), 2022 Congress proceedings, 2022

A TinyML solution for presence detection with UWB-radar.

Recommended citation: M. Pavan, A. Caltabiano, M. Roveri (2022). &quotTinyML for UWB-radar based presence detection&quot WCCI 2022 Congress Procedings. 1(1). https://ieeexplore.ieee.org/document/9892925

On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning

Published in Cyber-Phisical Sysyem Workshop (CPSW) 2022, 2022

Subject Recognition in UWB-radar: recognize if pets, children or adults are presents inside of a car.

Recommended citation: Pavan, M., Caltabiano, A., Roveri, M. (2022). "On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning" Cyber-Phisical Sysyem Workshop (CPSW). 1(2). http://academicpages.github.io/files/paper2.pdf

TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning

Published in ACM Transactions on Embedded Computing Systems - Special Issue on TinyML, 2023

An On-device learning toolbox for the automatic conversion of a static tinyML solution to an incremental learning one.

Recommended citation: Pavan, M., Ostrovan, E., Caltabiano, A., Roveri, M. (2023). "TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning" ACM Transactions on Embedded Computing Systems - Special Issue on TinyML. 1(3). https://dl.acm.org/doi/10.1145/3604566

Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data

Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2023, Turin (IT), 2023, Congress proceedings, 2023

A TinyML solution for people counting with UWB-radar.

Recommended citation: M. Pavan, L. Gonzalez Navarro, A. Caltabiano, M. Roveri (2023). &quot Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data &quot ECML PKDD 2023 Congress Procedings. 1(1).