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Embedded Machine Learning with Microcontrollers

Name: Embedded Machine Learning with Microcontrollers
Brand: Springer, Berlin
SKU: 46550353
Price: 65.61 EUR
Availability: InStock
Author: Cem Ünsalan
ISBN: 9783031709111

Applications on STM32 Development Boards

Cem Ünsalan

Berkan Höke

Eren Atmaca

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 46550353

Nakladateľstvo Springer, Berlin, november 2023

This textbook introduces basic embedded machine learning methods by exploring practical applications... Celý popis

Libristo kód: 46550353

159 b

65.61 €

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This textbook introduces basic embedded machine learning methods by exploring practical applications on STM32 development boards. Covering traditional and neural network-based machine learning methods implemented on microcontrollers, the text is designed for use in courses on microcontrollers, microprocessor systems, and embedded systems. Following the learning by doing approach, the book will enable students to grasp embedded machine learning concepts through real-world examples that will provide them with the design and implementation skills needed for a competitive job market. By utilizing a programming environment that enables students to reach and modify low-level microcontroller properties, the material allows for more control of the developed system. Students will be guided in implementing machine learning methods to be deployed and tested on microcontrollers throughout the book, with the theory behind the implemented methods also emphasized. Sample codes and course slides are available for readers and instructors, and a solutions manual is available to instructors. The book will also be an ideal reference for practicing engineers and electronics hobbyists.