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Machine learning is transforming the world. Algorithms that used to work with the cloud are now scaling beyond to the edge. From surveillance to ADAS, and robotics to data centers—explore our resources to get technical expertise and stay up to date with machine learning trends and technology.
Low-latency power management in edge AI architectures
By
Avnet Staff
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November 6, 2025
Can traditional power management techniques meet AI's computational demands while satisfying the stringent latency requirements of real-time systems? We look at solutions to this fundamental challenge for edge AI developers.
Programmable logic provides the key to efficient edge AI
By
Avnet Staff
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October 29, 2025
FPGAs provide design flexibility. Like GPUs, configurable logic lends itself to massively parallel execution, aligning with the demands of embedded machine learning and artificial intelligence. Which one is better for your application?
Power of vision AI at the edge: How to unlock simple, fast edge AI deployment
By
Jennifer Skinner-Gray
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May 20, 2025
Pre-built integrations eliminate stumbling blocks of edge AI development. Engineers can skip weeks of configuration and jump straight into building their core applications.
Hello world for machine learning
By
Cliff Ortmeyer
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May 16, 2025
Machine learning has been embraced by smart applications to solve virtually unsolvable problems. Also known as predictive analytics, it is a mathematical method that "learns" from known good data.
5 myths about AI from a software standpoint
By
Phil Robinson
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May 14, 2025
Production-ready demo code and quick implementation. That’s what they tell you, but is it too good to be true? We break down some of the myths surrounding AI software implementation.
Life on the edge of the network
By
Avnet Staff
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January 29, 2025
We are hearing more about AI at the edge, but where exactly is the edge? Is it just a concept, or something more tangible? Is it a hub or router in a building, a sensor in a field, or everywhere in between?
The rise of machine intelligence in the AI era
February 26, 2019
Whether you know it or not, this technology has a lot of potential to deal with business-specific challenges and the benefits of deep learning outnumber its drawbacks.
AI From A-Z: The biggest buzzwords around artificial intelligence
November 28, 2018
Companies across markets from consumer electronics to factory floors are finding power in the introduction of two letters: AI (artificial intelligence).