Machine Learning Blog

The story behind our flexible processors paper started with how to make billions of everyday things smart.

Mango is an open source Python library for hyperparameter optimization, built for AutoML systems. Developed by Arm Research, Mango presents many useful features.

Read this blog from Alexander Eroma, head of Intelligence at Octonion about collaborative learning with Arm MCUs.

In this blog, read about TinyML and the optimization of TVM.

Join Arm's AI virtual tech talk series covering the latest trends in machine learning development, including deployment, optimization, best practices, as well as new ML technologies shaping the industry…

This blog explores the key features and benefits of the Arm Ethos-N78 NPU.

This blog explores the key features and benefits of the Arm Cortex-A78 CPU.

Read this introduction to the Arm Cortex-X Custom Program, outlining what the new program entails and providing details about the new Arm Cortex-X1 CPU which is part of the program.

This blog goes through the key features and benefits of the Arm Mali-G78 GPU.

The design of deep learning (DL) neural network (NN) models targeting mobile devices has advanced rapidly over the last couple of years. Important computer vision tasks have led a community-wide transition…

Architecture simulators are a key tool in the computer architecture toolbox. They provide a convenient model of real hardware at a level of abstraction that makes them faster and more flexible than low…

Read about how to train a TinyML model to recognize sounds.

Researchers have studied neural network compression for quite some time. However, the need for always on compute has led to a recent trend towards executing these applications on even smaller IoT devices…

The new Arm Cortex-M55 and Ethos-U55 processors significantly increase machine learning and signal processing performance efficiently for the next generation of AI-capable IoT devices. Read this blog to…

2019 was yet another year of incredible technology discovery for Arm Research. Inspiring advancements have been made across the research community, and Arm Research has contributed to this. Our teams have…

A blog about machine Learning that discuss some ideas and experiences that might get you interested in creating your own ML app.

Microcontrollers (MCUs) are the ubiquitous computer of our time, being tiny, cheap, and low power. Often powered by using solar cell, they are in your watch, fridge, and your car will contain about thirty…

Recurrent Neural Networks (RNNs) are used in tasks where the strict order of the input conveys certain information, and so are classed as an important algorithm. These networks are being deployed on resource…