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Arm NN: Build and Run ML Apps Seamlessly on Mobile…
Arm NN SDK, a key piece of technology that makes it much, much easier to build and run ML applications on power-efficient, Arm-based platforms.
Machine Learning Blog
Introducing the Arm Cortex-X Custom Program
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.
May 26, 2020
Arm Mali-G78 GPU: Delivering True Immersive Entertainment on Mobile
This blog goes through the key features and benefits of the Arm Mali-G78 GPU.
May 26, 2020
Even Faster Convolutions: Winograd Convolutions meet Integer Quantization and Architecture Search
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…
April 29, 2020
SCALE-Sim: A cycle-accurate NPU simulator for your research experiments
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…
April 21, 2020
Train a TinyML model to recognize sounds that uses 23 kB of RAM
Read about how to train a TinyML model to recognize sounds.
April 6, 2020
Total Compute: Providing the Compute Performance for Future Digital Immersion
Introducing Total Compute and how it will provide the necessary performance for full digital immersion on next-generation devices.
April 6, 2020
Raspberry Pi for Computer Vision Review: CV for the Masses
Read a review of Raspberry Pi for Computer Vision.
March 19, 2020
TinyML Review: The Next Big Thing
I am reviewing a book on ML every month, starting with TinyML.
March 4, 2020
TinyML Applications Require New Network Architectures
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…
February 13, 2020
Arm Cortex-M55 and Ethos-U55 Processors: Extending the Performance of Arm’s ML Portfolio for Endpoint 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…
February 10, 2020
A Year of Discovery: Arm Research 2019
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…
January 6, 2020
An Introduction to Machine Learning on Mobile
Pablo Hernandez Almudi
A blog about machine Learning that discuss some ideas and experiences that might get you interested in creating your own ML app.
December 16, 2019
Sparse Architecture Search (SpArSe): Democratizing and Enabling TinyML on Arm M-class
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…
December 2, 2019
Data Science Africa: Changing Lives Through Technology
Data Science Africa (DSA) helps people and communities use applied ML and data science to tackle problems that directly affect them
November 29, 2019
Skipping RNN State-updates Without Retraining the Original Model
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…
November 25, 2019
Collaboration Case Study: Machine Learning Hardware with Harvard University
University engagements play a significant role in our partnerships at Arm Research, helping us extend our reach and build understanding of technologies as they emerge. Harvard University is one of those…
November 18, 2019
Arm AIoT Dev Summit: 10 things you don’t want to miss
Join the first Arm AIoT Dev Summit, 2 - 3 December in Mountain View, California to learn about today's breakthrough technologies in AI, IoT and robotics. Read this blog to discover what to expect from…
November 6, 2019
Using Arm v8 for Vision at the Edge
Read about the work to maximize performance using the Arm v8 architecture. Specifically, by taking advantage of the NEON (DSP instruction) and a Floating-Point Unit (FPU).
October 31, 2019