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TechXchange

TinyML - What is it?

Oct. 3, 2024

TinyML is a concept but one that fits a number of machine learning implementations

TinyML is a concept rather than an AI/ML platform and one that the TinyML Foundation highlights. A number of different frameworks address this space, such as TensorFlow Lite. These articles take a look at various aspects of tinyML.

Machine Learning

Can tinyML Bring Machine Learning to the Masses?

Delivering smarter smarts to edge and free-standing devices, tinyML can be part of a broader AI/ML deployment.

Artificial Intelligence Dreamstime Daniil Peshkov 229665158

Automation

Developing Neuromorphic Devices for TinyML

The current generation of neural networks doesn’t analogously reflect the actual operation of the brain, which has led neuroscientists to research networks that more closely resembled...

Industrial

tinyML Summit: From Concept to Reality

Check out the sessions from this year's tinyML Summit.

Automation

What’s the Difference Between Machine Learning and TinyML?

Machine learning, or ML, gave us TinyML. What are the differences between the two, and what makes them unique?

TechXchange

TinyML - Machine Learning for Small Platforms

AI and machine learning, including tinyML, can run on microcontrollers and small SoCs.

Read More About TinyML

TechXchange

TinyML - Machine Learning for Small Platforms

AI and machine learning, including tinyML, can run on microcontrollers and small SoCs.

TechXchange

Edge Computing and TinyML

Edge computing often had limited power and compute resources for machine learning support needs to fit within these constraints.

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About the Author

William G. Wong | Senior Content Director - Electronic Design and Microwaves & RF

I am Editor of Electronic Design focusing on embedded, software, and systems. As Senior Content Director, I also manage Microwaves & RF and I work with a great team of editors to provide engineers, programmers, developers and technical managers with interesting and useful articles and videos on a regular basis. Check out our free newsletters to see the latest content.

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Check out my blog, AltEmbedded on Electronic Design, as well as his latest articles on this site that are listed below.

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I earned a Bachelor of Electrical Engineering at the Georgia Institute of Technology and a Masters in Computer Science from Rutgers University. I still do a bit of programming using everything from C and C++ to Rust and Ada/SPARK. I do a bit of PHP programming for Drupal websites. I have posted a few Drupal modules.

I still get a hand on software and electronic hardware. Some of this can be found on our Kit Close-Up video series. You can also see me on many of our TechXchange Talk videos. I am interested in a range of projects from robotics to artificial intelligence.