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Embedded Deep Learning, Bert Moons; Daniel Bankman; Marian Verhelst


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Цена: 102480.00T
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При оформлении заказа до: 2025-07-28
Ориентировочная дата поставки: Август-начало Сентября
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Автор: Bert Moons; Daniel Bankman; Marian Verhelst
Название:  Embedded Deep Learning
ISBN: 9783030075774
Издательство: Springer
Классификация:


ISBN-10: 303007577X
Обложка/Формат: Soft cover
Страницы: 206
Вес: 0.35 кг.
Дата издания: 2019
Язык: English
Издание: Softcover reprint of
Иллюстрации: 100 tables, color; 92 illustrations, color; 32 illustrations, black and white; xvi, 206 p. 124 illus., 92 illus. in color.
Размер: 234 x 156 x 12
Читательская аудитория: General (us: trade)
Основная тема: Engineering
Подзаголовок: Algorithms, Architectures and Circuits for Always-on Neural Network Processing
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book covers algorithmic and hardware implementation techniques to enable embedded deep learning. The authors describe synergetic design approaches on the application-, algorithmic-, computer architecture-, and circuit-level that will help in achieving the goal of reducing the computational cost of deep learning algorithms. The impact of these techniques is displayed in four silicon prototypes for embedded deep learning.Gives a wide overview of a series of effective solutions for energy-efficient neural networks on battery constrained wearable devices;Discusses the optimization of neural networks for embedded deployment on all levels of the design hierarchy – applications, algorithms, hardware architectures, and circuits – supported by real silicon prototypes;Elaborates on how to design efficient Convolutional Neural Network processors, exploiting parallelism and data-reuse, sparse operations, and low-precision computations;Supports the introduced theory and design concepts by four real silicon prototypes. The physical realization’s implementation and achieved performances are discussed elaborately to illustrated and highlight the introduced cross-layer design concepts.
Дополнительное описание: Chapter 1 Embedded Deep Neural Networks.- Chapter 2 Optimized Hierarchical Cascaded Processing.- Chapter 3 Hardware-Algorithm Co-optimizations.- Chapter 4 Circuit Techniques for Approximate Computing.- Chapter 5 ENVISION: Energy-Scalable Sparse Convolutio


Analysis of Failures of Embedded Mechatronic Systems, Volume 2

Автор: Abdelkhalak El Hami
Название: Analysis of Failures of Embedded Mechatronic Systems, Volume 2
ISBN: 1785480146 ISBN-13(EAN): 9781785480140
Издательство: Elsevier Science
Рейтинг:
Цена: 91330.00 T
Наличие на складе: Невозможна поставка.
Описание: In operation, mechatronics embedded systems are stressed by loads of different causes: climate (temperature, humidity), vibration, electrical and electromagnetic. These stresses in components induce failure mechanisms should be identified and modeled for better control. AUDACE is a collaborative project of the cluster Mov'eo that address issues specific to mechatronic reliability embedded systems. AUDACE means analyzing the causes of failure of components of mechatronic systems onboard. The goal of the project is to optimize the design of mechatronic devices by reliability. The project brings together public sector laboratories that have expertise in analysis and modeling of failure, major groups of mechatronics (Valeo and Thales) in the automotive and aerospace and small and medium enterprises that have skills in characterization and validation tests.

Real-Time Embedded Systems

Автор: Bertolotti
Название: Real-Time Embedded Systems
ISBN: 1439841543 ISBN-13(EAN): 9781439841549
Издательство: Taylor&Francis
Рейтинг:
Цена: 224570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: From the Foreword: "…the presentation of real-time scheduling is probably the best in terms of clarity I have ever read in the professional literature. Easy to understand, which is important for busy professionals keen to acquire (or refresh) new knowledge without being bogged down in a convoluted narrative and an excessive detail overload. The authors managed to largely avoid theoretical-only presentation of the subject, which frequently affects books on operating systems. … an indispensable [resource] to gain a thorough understanding of the real-time systems from the operating systems perspective, and to stay up to date with the recent trends and actual developments of the open-source real-time operating systems." —Richard Zurawski, ISA Group, San Francisco, California, USA Real-time embedded systems are integral to the global technological and social space, but references still rarely offer professionals the sufficient mix of theory and practical examples required to meet intensive economic, safety, and other demands on system development. Similarly, instructors have lacked a resource to help students fully understand the field. The information was out there, though often at the abstract level, fragmented and scattered throughout literature from different engineering disciplines and computing sciences. Accounting for readers’ varying practical needs and experience levels, Real Time Embedded Systems: Open-Source Operating Systems Perspective offers a holistic overview from the operating-systems perspective. It provides a long-awaited reference on real-time operating systems and their almost boundless application potential in the embedded system domain. Balancing the already abundant coverage of operating systems with the largely ignored real-time aspects, or "physicality," the authors analyze several realistic case studies to introduce vital theoretical material. They also discuss popular open-source operating systems—Linux and FreRTOS, in particular—to help embedded-system designers identify the benefits and weaknesses in deciding whether or not to adopt more traditional, less powerful, techniques for a project.

Embedded deep learning

Автор: Moons, Bert Bankman, Daniel Verhelst, Marian
Название: Embedded deep learning
ISBN: 3319992228 ISBN-13(EAN): 9783319992228
Издательство: Springer
Рейтинг:
Цена: 83850.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

This book covers algorithmic and hardware implementation techniques to enable embedded deep learning. The authors describe synergetic design approaches on the application-, algorithmic-, computer architecture-, and circuit-level that will help in achieving the goal of reducing the computational cost of deep learning algorithms. The impact of these techniques is displayed in four silicon prototypes for embedded deep learning.

  • Gives a wide overview of a series of effective solutions for energy-efficient neural networks on battery constrained wearable devices;
  • Discusses the optimization of neural networks for embedded deployment on all levels of the design hierarchy - applications, algorithms, hardware architectures, and circuits - supported by real silicon prototypes;
  • Elaborates on how to design efficient Convolutional Neural Network processors, exploiting parallelism and data-reuse, sparse operations, and low-precision computations;
  • Supports the introduced theory and design concepts by four real silicon prototypes. The physical realization's implementation and achieved performances are discussed elaborately to illustrated and highlight the introduced cross-layer design concepts.


Embedded System Interfacing

Автор: Wolf, Marilyn
Название: Embedded System Interfacing
ISBN: 0128174021 ISBN-13(EAN): 9780128174029
Издательство: Elsevier Science
Рейтинг:
Цена: 70730.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Embedded System Interfacing: Design for the Internet-of-Things (IoT) and Cyber-Physical Systems (CPS) takes a comprehensive approach to the interface between embedded systems and software. It provides the principles needed to understand how digital and analog interfaces work and how to design new interfaces for specific applications. The presentation is self-contained and practical, with discussions based on real-world components. Design examples are used throughout the book to illustrate important concepts. This book is a complement to the author's Computers as Components, now in its fourth edition, which concentrates on software running on the CPU, while Embedded System Interfacing explains the hardware surrounding the CPU.

  • Provides a comprehensive background in embedded system interfacing techniques
  • Includes design examples to illustrate important concepts and serve as the basis for new designs
  • Discusses well-known, widely available hardware components and computer-aided design tools

Energy Autonomy of Batteryless and Wireless Embedded systems

Автор: Dilhac, Jean-Marie
Название: Energy Autonomy of Batteryless and Wireless Embedded systems
ISBN: 1785481231 ISBN-13(EAN): 9781785481239
Издательство: Elsevier Science
Рейтинг:
Цена: 77470.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Energy Autonomy of Batteryless andWireless Embedded Systems covers the numerous new applications of embedded systems that are envisioned in the context of aeronautics, such as sensor deployment for flight tests or for structural health monitoring. However, the increasing burden of on-board cabling requires wireless solutions. Moreover, concerns such as safety or system lifetime preclude the use of electrochemical energy storage. Ambient energy capture, storage and management are therefore key topics. This book presents these concepts and illustrates them through actual implementations in airliners.With five years of experience within this specialist field, the authors present results from actual flight tests via a partnership with Airbus. Basic concepts are summarized, together with practical implementations in airliners, enriching the book through the very specific aspects related to embedded systems deployed in aircraft. This book will appeal to both students and practising engineers in the field.

DSP for Embedded and Real-Time Systems,

Автор: Robert Oshana
Название: DSP for Embedded and Real-Time Systems,
ISBN: 0123865352 ISBN-13(EAN): 9780123865359
Издательство: Elsevier Science
Рейтинг:
Цена: 66240.00 T
Наличие на складе: Поставка под заказ.
Описание: A guide that gives you the techniques and technologies in digital signal processing (DSP) to optimally design and implement your embedded system. Suitable for both the beginner and experienced, it covers various aspects of using DSP techniques and technologies for designing and implementing an optimal embedded system.

Embedded Systems: ARM Programming and Optimization

Автор: Jason D. Bakos
Название: Embedded Systems: ARM Programming and Optimization
ISBN: 0128003421 ISBN-13(EAN): 9780128003428
Издательство: Elsevier Science
Рейтинг:
Цена: 53010.00 T
Наличие на складе: Поставка под заказ.
Описание:

Embedded Systems: ARM Programming and Optimization combines an exploration of the ARM architecture with an examination of the facilities offered by the Linux operating system to explain how various features of program design can influence processor performance. It demonstrates methods by which a programmer can optimize program code in a way that does not impact its behavior but improves its performance. Several applications, including image transformations, fractal generation, image convolution, and computer vision tasks, are used to describe and demonstrate these methods. From this, the reader will gain insight into computer architecture and application design, as well as gain practical knowledge in the area of embedded software design for modern embedded systems.


Designing Embedded Systems with 32-Bit PIC Microcontrollers and M

Автор: Dogan Ibrahim
Название: Designing Embedded Systems with 32-Bit PIC Microcontrollers and M
ISBN: 0080977863 ISBN-13(EAN): 9780080977867
Издательство: Elsevier Science
Рейтинг:
Цена: 50520.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Teaches the basics of 32-bit C programming, including an introduction to the PIC 32-bit C compiler. This title includes a description of the architecture of 32-bit PICs and their applications, along with coverage of the relevant development and debugging tools.

Smart Multicore Embedded Systems

Автор: Torquati Massimo
Название: Smart Multicore Embedded Systems
ISBN: 1461487994 ISBN-13(EAN): 9781461487999
Издательство: Springer
Рейтинг:
Цена: 113190.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents state-of-the-art high-level programming models and compilation tool-chains for embedded system platforms, taking into account both the application requirements and the platform specificities of embedded systems from different industries.


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