Automated Design of Tiny Machine Learning Models: A Practical Guide (Part 2)

Danilo Pietro Pau, Danil Zherebtsov, Dmitriy Proshin, and Andrey Korobitsyn

In the first part of this article, the authors introduced the trends for the IoT industry and reviewed the key challenges for TinyML adoption which are faced by the embedded developers' community. They also described the traditional end-to-end development methodology for TinyML algorithm design and its drawbacks. In continuation, the authors will offer a novel approach to NN development supported by practical cases.

Freeing Energy: An Interview with Bill Nussey (Part 2)

Hi, this is Chris O'Connor, your IEEE Newsletter Editor. Welcome back for the second part of our interview with Bill Nussey, CEO of Freeing Energy and CEO of Solar Inventions. We are focused in this conversation on the phenomenon of local energy, during Part I we outlined what Local Energy is, what means and how it has become something we all should be aware of for our local environment, our local communities, and most importantly how Local Energy is a part of how we think about power and power generation for the future. Today we are going to learn more about the technologies and opportunities that Local Energy presents to all of us.

EVENTS & ANNOUNCEMENTS

IEEE Internet of Things Initiative - Upcoming Events

IEEE 8th World Forum on Internet of Things 2022
26 October–11 November 2022 // Yokohama, Japan // Hybrid: In-Person and Virtual Conference

IEEE Internet of Things Magazine

The IEEE Internet of Things Magazine solicits high quality articles that: a) describe in depth and/or breadth the state-of-the-art multi-disciplinary IoT-centric research and deployments, b) present groundbreaking novel practical contributions and insights into emerging IoT hot topics and futuristic applications, c) develop/share best practices, vision and lessons learned on integrated IoT environments, and d) establish guiding principles for the advancement of IoT-centered research as well as for the technical, operational and business successes.

Future issues - Call for Articles!
Become an author - Submit an article today!
Never miss a copy - Subscribe today! 

View More

This Month's Contributors

Danilo Pau graduated in 1992 from Politecnico di Milano, Italy.

Read More >>

Andrey Korobitsyn is the founder and CEO at Neuton.AI, a San Jose-based provider of tiny machine learning solutions for edge devices.
Read More >>

Dmitry Proshin graduated from the Penza State Technical University in 1997 with a degree in Information Processing and later received a Ph.D. in technical sciences.
Read More >>

Danil Zherebtsov is a full-stack machine learning engineer with over 8 years of experience in the field.
Read More >>

Christopher O’Connor is a 30-year software and services technology leader, strategist, and CEO.
Read More >>

Bill Nussey is CEO & Founder of Freeing Energy, and CEO & Co-founder of Solar Inventions.
Read More >>

Contributions Welcomed
Click Here for Author's Guidelines >>

Would you like more information? Have any questions? Please contact:

Christopher O’Connor, Editor-in-Chief
coconnor1111@yahoo.com

Massimo Vecchio, Managing Editor
massimo.vecchio@uniecampus.it

About the IoT eNewsletter

The IEEE Internet of Things (IoT) eNewsletter is a bi-monthly online publication that features practical and timely technical information and forward-looking commentary on IoT developments and deployments around the world. Designed to bring clarity to global IoT-related activities and developments and foster greater understanding and collaboration between diverse stakeholders, the IEEE IoT eNewsletter provides a broad view by bringing together diverse experts, thought leaders, and decision-makers to exchange information and discuss IoT-related issues.