Electronic Design

ARMv8.1-M Adds Machine Learning to Microcontrollers

Arm’s ARMv8.1-M architecture specification redefines its microcontroller offerings (Fig. 1). It includes the company’s Helium technology, which addresses machine-learning (ML) applications. Arm ...
InfoQ

Using Machine Learning on Microcontrollers: Decreasing Memory and CPU Usage to Save Power and Cost

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Electronic Design

Microcontroller Delivers Ultra-Low Power Plus AI

The low-power operation is done using a redesigned on-chip power management unit with a configurable, multichannel single-inductor multiple-output (SIMO) buck converter. You can send press releases ...
Semiconductor Engineering

Machine Learning on Arm Cortex-M Microcontrollers

CMSIS-NN is an open-source library of optimized software kernels that maximize NN performance on Cortex-M cores with minimal memory footprint overhead. Machine learning (ML) algorithms are moving to ...
Hackaday

Electronic Dice Is Introduction To Microcontroller Programming

As a result, this project is set up as a how-to for others looking to dive further into the world of microcontrollers that don’t have the same hand-holding setup as the Arduino. To take care of the ...