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Titlebook: Embedded Machine Learning with Microcontrollers; Applications on STM3 Cem ünsalan,Berkan H?ke,Eren Atmaca Textbook 2025 The Editor(s) (if a

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發(fā)表于 2025-3-21 19:56:48 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Embedded Machine Learning with Microcontrollers
副標(biāo)題Applications on STM3
編輯Cem ünsalan,Berkan H?ke,Eren Atmaca
視頻videohttp://file.papertrans.cn/321/320548/320548.mp4
概述Teaches the embedded system design skills needed for today’s job market.Thoroughly explains each concept and provides illustrated examples and projects.Includes sample codes and course slides and a so
圖書封面Titlebook: Embedded Machine Learning with Microcontrollers; Applications on STM3 Cem ünsalan,Berkan H?ke,Eren Atmaca Textbook 2025 The Editor(s) (if a
描述.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..
出版日期Textbook 2025
關(guān)鍵詞ARM Cortex-M; Machine learning; Neural networks; Deep learning; Microcontrollers; Embedded systems; Embedd
版次1
doihttps://doi.org/10.1007/978-3-031-70912-8
isbn_softcover978-3-031-70914-2
isbn_ebook978-3-031-70912-8
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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發(fā)表于 2025-3-21 22:01:50 | 只看該作者
Methodology of Uniform Contract Law explaining what machine learning is. Then, we will cover different embedded system types. Since these have their specific structures, we pick the STM32F746NG microcontroller based on Arm. Cortex?-M architecture as our embedded system in this book. Afterward, we will discuss how machine learning can
板凳
發(fā)表于 2025-3-22 02:40:29 | 只看該作者
地板
發(fā)表于 2025-3-22 08:31:08 | 只看該作者
Robert S. Cohen,Marx W. Wartofskyt. In all these operations, we follow the same strategy as hardware setup, data acquisition and transfer at the microcontroller side, and data transfer at the PC side. Hence, the reader can form a complete setup to acquire and transfer data between the microcontroller and PC. Moreover, we cover all
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Introduction, explaining what machine learning is. Then, we will cover different embedded system types. Since these have their specific structures, we pick the STM32F746NG microcontroller based on Arm. Cortex?-M architecture as our embedded system in this book. Afterward, we will discuss how machine learning can
8#
發(fā)表于 2025-3-22 23:39:33 | 只看該作者
Software to Be Used in the Book,d Studio, and Keil Studio Cloud platforms for this purpose. To be more specific, we will benefit from STM32CubeIDE for C and C++ language-based programming. We will use Mbed Studio and Keil Studio Cloud platforms for C++ language-based programming. As the end-of-chapter application, we will provide
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發(fā)表于 2025-3-23 03:41:01 | 只看該作者
Data Acquisition from Sensors,t. In all these operations, we follow the same strategy as hardware setup, data acquisition and transfer at the microcontroller side, and data transfer at the PC side. Hence, the reader can form a complete setup to acquire and transfer data between the microcontroller and PC. Moreover, we cover all
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發(fā)表于 2025-3-23 08:27:26 | 只看該作者
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