671c2be3fca3ea6846b49b3e Promo Ml Processors Arm

TechXchange

TinyML Hardware - Small AI/ML Micros

Oct. 1, 2024

This TechXchange targets microcontrollers that can support TinyML

TinyML can run on standard microcontrollers, but ones with hardware acceleration or AI/ML-enhanced instruction sets can implement AI/ML models more efficiently. They can also make applications practical that would not work with a non-enhanced platform.

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Embedded

Enter the Cortex-M85

Arm’s Total Solutions for IoT welcomes the high-end Cortex-M85, which further enhances AI/ML capabilities within the ecosystem.

Embedded

Arm Bets Big on AI with New Mobile CPU Cores

The combination of X925, A725, and A520 cores, Arm’s most powerful mobile CPU cluster for AI to date, brings 46% better performance than CPU clusters based on the Cortex-X4 released...

Embedded

Cortex-M Gets Heavy-Duty Machine Learning

Like many, Arm is moving into machine learning in a big way. Its new Cortex-M55 and Ethos-U55 bring machine-learning acceleration to microcontrollers.

Embedded

Arm Unveils Its Most Compact AI-Capable Cortex-M CPU

The Cortex-M52 forms a family with the M85 and M55, all of which are based on Arm’s Helium technology.

Resources

Arm Cortex-M85 Based MCU with Helium and TrustZone for Motor Control

A brief overview of the RA8T1 high performance 480 MHz MCUs that deliver real-time control for motors and power supplies in industrial automation, building automation and smart...

TechXchange

TinyML - Machine Learning for Small Platforms

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

TinyML Resources

TinyML Foundation
LiteRT (formally TensorFlow Lite)
LieRT on Github

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

TinyML - What is it?

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

TechXchange

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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.