ThinkStock
671c23f867e0ff0b01617e88 Promo Eta Compute Thinkstock

Edge Computing and TinyML

Oct. 10, 2024
Edge computing often had limited power and compute resources for machine learning support needs to fit within these constraints.

Edge computing refers to running AI/ML without needing connections to the cloud to operate. TinyML solutions are those that can run at the edge using low-end computing solutions. These may, but need not always, incorporate hardware acceleration. 

Promotional Image Chess Ai Image Rev4 V2 Copy
Embedded

11 Myths About Inference Acceleration

The inference-acceleration market has heated up dramatically, and in turn, it’s led to many misconceptions circulating amongst ill-informed vendors and customers. This article...
William Wong | Electronic Design
Promo
Kit Close-up

Tiny AI Cube Recognizes Audio Commands and Camera Images

Maxim's AI Cube packs in dual MAX78000 AI accelerators into this miniature reference design kit.
Thinkstock
Ai Hand Emerging Thinkstock Photos 641382150
IoT

Making Machine-Learning Design Practical for the Edge

Bringing AI to embedded devices at the edge hasn’t been for the faint-hearted. However, that’s about to change.
Promo
Embedded

The Essentials of AI Edge Computing

NXP's Robert Oshana discusses issues regarding machine learning at the edge.
Dreamstime.com
tinyml_techxchange_promo_2
TechXchange

TinyML - Machine Learning for Small Platforms

AI and machine learning, including tinyML, can run on microcontrollers and small SoCs.
Dreamstime
techxchange_1920_x1080
TechXchange

Latest TechXchanges

Check out the newest TechXchanges on Electronic Design

TinyML Resources

Read More About TinyML

Dreamstime.com
tinyml_techxchange_promo_2
TechXchange

TinyML - Machine Learning for Small Platforms

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

TinyML Hardware - Small AI/ML Micros

This TechXchange targets microcontrollers that can support TinyML
Dreamstime
techxchange_1920_x1080
TechXchange

Latest TechXchanges

Check out the newest TechXchanges on Electronic Design
ID 38307812 © Cammeraydave | Dreamstime.com
id_38307812__cammeraydave__dreamstime
TechXchange

Find a TechXchange

Search for a TechXchange
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.

You can send press releases for new products for possible coverage on the website. I am also interested in receiving contributed articles for publishing on our website. Use our template and send to me along with a signed release form. 

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

You can visit my social media via these links:

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. 

Sponsored Recommendations

Comments

To join the conversation, and become an exclusive member of Electronic Design, create an account today!