Applications

Are you building an application with a specific workload in mind? Explore resources and tools from Arm and partners to get started.

Fundamentals

Digital Signal Processing

Access resources from Arm and partners that will help you implement signal processing on Arm processors.

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Machine Learning

Learn about training ML models and running inference on your device.

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Tools

Arm and partners offer tools and materials to support your needs as an IoT and embedded software developer.

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Languages and libraries

Explore open source languages and libraries for your IoT development.

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Operating Systems

Explore operating systems that help you to build IoT applications efficiently.

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Debug and optimization

Improve code performance and reduce power consumption while debugging your code.

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Connectivity

Explore resources for widely used connectivity protocols for IoT applications.

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Security

Understand how Platform Security Architecture APIs can make it quicker and easier to implement security.

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SoC design

Are you designing an SoC for an IoT application?

Explore Arm processor IP, multimedia technology, system IP, and Artisan physical IP.

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Get started

Classical ML with CMSIS-DSP

Learn how to efficiently run classical supervised learning techniques with CMSIS-DSP library on your Cortex-M device.

View guide

Convert a NN for Cortex-M

Learn how to convert a neural network from any framework into a model that can run efficiently on a Cortex-M device with CMSIS-NN.

View guide

Basics of TensorFlow Lite for Microcontrollers

Learn the basics of TensorFlow Lite for Microcontrollers, using the full end-to-end workflow: training a model, converting it for use with TensorFlow Lite, and running inference on a microcontroller.

View guide

Future insights

Endpoint AI

Explore Arm resources for building endpoint AI SoC designs and software applications.

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An open approach to IoT

This whitepaper describes a simple path to developing secure Cortex-M based IoT devices with Arm and AWS. The paper shows how this collaboration provides choice and scalability for IoT developers.

Download

Proof-of-concept: computer vision on Arm

This webinar shows how future Arm processors and the Arm NN software library will enhance computer vision for high-performing IoT.

Watch video

Arm and Microsoft: accelerating AI innovation for IoT

Read how Microsoft and Arm are optimizing the developer experience with streamlined, scalable tools that put creativity first.

Read blog

Connect and learn

New to IoT? 

If you are getting started developing IoT applications, Arm educational resources will help you understand the fundamentals.

Education kits
Online courses

Arm DevSummit

View the playlists and watch the technical recordings from the Arm DevSummit.

View the IoT playlist

Get Support

Community Blogs

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Back to the roots: Tracing and debugging as a way to increase efficiency

In this guest blog from Anders Holmberg, read about tracing and debugging to increase efficiency.

6 months ago by Anders Holmberg
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Design for the IoT Connected World with Next-Generation eMRAM NVM

With digital transformation well underway across global industries, the need for more energy-efficient, secure, and scalable IoT connected world is essential. The adoption of embedded magnetoresistive random access memory (eMRAM) non-volatile memory…

6 months ago by Phil Morris
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Computational Storage is bringing processing closer to the data

We are generating, storing, and processing more and more data. Find out in this blog how computational storage generates insights and value from that data.

7 months ago by Neil Werdmuller
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Arm Cortex-R82: Combining high-performance 64-bit real-time and…

Find out in this blog how Arm Cortex-R82 with higher performance, real-time compute with more addressable space, and the ability to run Linux will enable the next generation of storage devices.

7 months ago by Neil Werdmuller
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Why IoT is changing the face of manufacturing

In this blog, read about the changes in Internet of Things (IoT) manufacturing.

8 months ago by Rob Turner
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Endpoint AI – the Road to a Trillion Intelligent Endpoints

We hear lots of predictions about how autonomous devices will change our lives. Find out in this blog how Endpoint AI will unlock the next generation of IoT applications.

8 months ago by Thomas Lorenser

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