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The Insider's Guide to Arm Cortex-M Development

You're reading from The Insider's Guide to Arm Cortex-M Development Leverage embedded software development tools and examples to become an efficient Cortex-M developer

Product type Paperback

Published in Oct 2022

Publisher Packt

ISBN-13 9781803231112

Length 276 pages

Edition 1st Edition

Concepts

Embedded Systems

Authors (3):

Jason Andrews

Pareena Verma

Zachary Lusiak

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Table of Contents (15) Chapters

Preface

1. Part 1: Get Set Up

2. Chapter 1: Selecting the Right Hardware FREE CHAPTER

3. Chapter 2: Selecting the Right Software

4. Chapter 3: Selecting the Right Tools

5. Part 2: Sharpen Your Skills

6. Chapter 4: Booting to Main

7. Chapter 5: Optimizing Performance

8. Chapter 6: Leveraging Machine Learning

9. Chapter 7: Enforcing Security

10. Chapter 8: Streamlining with the Cloud

11. Chapter 9: Implementing Continuous Integration

12. Chapter 10: Looking Ahead

13. Index

Why subscribe?

14. Other Books You May Enjoy

Exploring ML use cases

ML is rapidly evolving to more use cases such as fraud detection, personalized targeted marketing, and self-driving cars, to name a few. Currently, the most popular applications for ML in the embedded space can be grouped into three areas: vibration, vision, and voice. These categories were briefly discussed in Chapter 1, Selecting the Right Hardware, with the current chapter focusing on running examples in each of these areas. Vibration typically is the most straightforward and is therefore a good starting point to begin exploring. After familiarizing ourselves with the vibration example, we provide more details on the construction of the ML software stack in the vision and voice examples that follow. The three use cases are presented here:

Anomaly detection using the Cortex-M55
Image classification using the Cortex-M55 and Ethos-U55
Micro speech using the Cortex-M55 and Ethos-U55

Anomaly detection – vibration

To replicate the...

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Authors (4)

Zachary Lusiak

Zachary Lusiak

Zachary Lasiuk is a solutions designer at Arm. He specializes in being a systems-oriented thinker, with a broad understanding of and experience with the full IoT product life cycle in terms of both hardware and software. He is a designer at heart, crafting products that are easy and enjoyable to use. Graduating summa cum laude from Boston University with a degree in electrical engineering, Zach holds several certifications in fields ranging from UX Design to Design Thinking to Humane Technology. He graduated from the UN Young SDG Innovators Programme and has been an XTC judge for AI Ethics. He enjoys playing jazz saxophone and piano in his spare time and has toured with bands and DJ groups across the world. He lives in Austin, Texas with his fiancée, Isabella, who he loves very much.

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Zachary Lasiuk

Zachary Lasiuk

Zachary Lasiuk is a solutions designer at Arm. He specializes in being a systems-oriented thinker, with a broad understanding of and experience with the full IoT product life cycle in terms of both hardware and software. He is a designer at heart, crafting products that are easy and enjoyable to use. Graduating summa cum laude from Boston University with a degree in electrical engineering, Zach holds several certifications in fields ranging from UX Design to Design Thinking to Humane Technology. He graduated from the UN Young SDG Innovators Programme and has been an XTC judge for AI Ethics. He enjoys playing jazz saxophone and piano in his spare time and has toured with bands and DJ groups across the world. He lives in Austin, Texas with his fiancée, Isabella, who he loves very much.

See other products by Zachary Lasiuk

Jason Andrews

Jason Andrews

Jason Andrews is a solutions director and distinguished engineer at Arm. He helps Arm partners in the areas of IP selection, system architecture, software development, and performance analysis. Jason has written hundreds of articles about Arm technology. As a member of the AWS Community Builders program, he promotes the Arm architecture in cloud and IoT applications. Prior to working at Arm, Jason worked in various Electronic Design Automation companies, including Cadence Design Systems. He lives in the Minneapolis area with his wife, Deborah, where they spend time with their six children and three grandchildren.

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Pareena Verma

Pareena Verma

Pareena Verma is a principal solutions architect at Arm. She works with Arm partners around the world to design system-level virtual prototyping solutions for early IP evaluation, performance analysis, and software bring-up. She has helped software developers and SoC architects on numerous Arm-based projects involving the usage of modeling, compilers, debuggers, and simulation tools. Prior to working at Arm, Pareena worked at a couple of other Electronic Design Automation start-ups, primarily focused on embedded software development and FPGA design. Pareena holds a Master of Science degree in Electrical and Computer Engineering from the University of Florida. She lives in the Greater Boston area with her husband, Birju, and their two amazing children, Leah and Liam.

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