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Thinking Machines - Neural Networks And Hardware Implementation, Takano, Shigeyuki


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Цена: 12961.00р.
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При оформлении заказа до: 2025-07-28
Ориентировочная дата поставки: Август-начало Сентября
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Автор: Takano, Shigeyuki
Название:  Thinking Machines - Neural Networks And Hardware Implementation
ISBN: 9780128182796
Издательство: Elsevier Science
Классификация:
ISBN-10: 0128182792
Обложка/Формат: Paperback
Вес: 0.44 кг.
Дата издания: 01.12.2020
Язык: English
Размер: 229 x 152 x 17
Читательская аудитория: Professional & vocational
Подзаголовок: Machine learning and its hardware implementation
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Thinking Machines: Machine Learning and Its Hardware Implementation covers the theory and application of machine learning, neuromorphic computing and neural networks. This is the first book that focuses on machine learning accelerators and hardware development for machine learning. It presents not only a summary of the latest trends and examples of machine learning hardware and basic knowledge of machine learning in general, but also the main issues involved in its implementation. Readers will learn what is required for the design of machine learning hardware for neuromorphic computing and/or neural networks.

This is a recommended book for those who have basic knowledge of machine learning or those who want to learn more about the current trends of machine learning.

  • Presents a clear understanding of various available machine learning hardware accelerator solutions that can be applied to selected machine learning algorithms
  • Offers key insights into the development of hardware, from algorithms, software, logic circuits, to hardware accelerators
  • Introduces the baseline characteristics of deep neural network models that should be treated by hardware as well
  • Presents readers with a thorough review of past research and products, explaining how to design through ASIC and FPGA approaches for target machine learning models
  • Surveys current trends and models in neuromorphic computing and neural network hardware architectures
  • Outlines the strategy for advanced hardware development through the example of deep learning accelerators



Neural Networks for Babies

Автор: Ferrie Chris, Kaiser Sarah
Название: Neural Networks for Babies
ISBN: 1492671207 ISBN-13(EAN): 9781492671206
Издательство: Неизвестно
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Цена: 1266.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Help your future genius become the smartest baby in the room by introducing them to neural networks with the next installment of the Baby University board book series!

Silicon Implementation of Pulse Coded Neural Networks

Автор: Mona E. Zaghloul; Jack L. Meador; Robert W. Newcom
Название: Silicon Implementation of Pulse Coded Neural Networks
ISBN: 1461361524 ISBN-13(EAN): 9781461361527
Издательство: Springer
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Цена: 20962.00 р.
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Описание: When confronted with the hows and whys of nature`s computational engines, some prefer to focus upon neural function: addressing issues of neural system behavior and its relation to natural intelligence.

Formation methods, models, and hardware implementation of pseudorandom number generators :

Автор: Bilan, Stepan,
Название: Formation methods, models, and hardware implementation of pseudorandom number generators :
ISBN: 1522527737 ISBN-13(EAN): 9781522527732
Издательство: Mare Nostrum (Eurospan)
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Цена: 28354.00 р.
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Описание: Modern computing systems preserve all information in intricate binary codes. The evolution of systems and technologies that aid in this preservation process must be continually assessed to ensure that they are keeping up with the demands of society. Formation Methods, Models, and Hardware Implementation of Pseudorandom Number Generators: Emerging Research and Opportunities is a crucial scholarly resource that examines the current methodologies used in number generator construction, and how they pertain to the overall advancement of contemporary computer systems. Featuring coverage on relevant topics such as cellular automata theory, inhomogeneous cells, and sequence generators, this publication is ideal for software engineers, computer programmers, academicians, students, and researchers that are interested in staying abreast of innovative trends within the computer engineering field.

Hardware Implementation of Intelligent Systems

Автор: Horia-Nicolai Teodorescu; Abraham Kandel
Название: Hardware Implementation of Intelligent Systems
ISBN: 3790824917 ISBN-13(EAN): 9783790824919
Издательство: Springer
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Цена: 19564.00 р.
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Описание: Intelligent systems are now being used more commonly than in the past. These involve cognitive, evolving and artificial-life, robotic, and decision- making systems, to name a few. Due to the tremendous speed of development, on both fundamental and technological levels, it is virtually impossible to offer an up-to-date, yet comprehensive overview of this field. Nevertheless, the need for a volume presenting recent developments and trends in this domain is huge, and the demand for such a volume is continually increasing in industrial and academic engineering 1 communities. Although there are a few volumes devoted to similar issues, none offer a comprehensive coverage of the field; moreover they risk rapidly becoming obsolete. The editors of this volume cannot pretend to fill such a large gap. However, it is the editors' intention to fill a significant part of this gap. A comprehensive coverage of the field should include topics such as neural networks, fuzzy systems, neuro-fuzzy systems, genetic algorithms, evolvable hardware, cellular automata-based systems, and various types of artificial life-system implementations, including autonomous robots. In this volume, we have focused on the first five topics listed above. The volume is composed of four parts, each part being divided into chapters, with the exception of part 4. In Part 1, the topics of "Evolvable Hardware and GAs" are addressed. In Chapter 1, "Automated Design Synthesis and Partitioning for Adaptive Reconfigurable Hardware", Ranga Vemuri and co-authors present state-of-the-art adaptive architectures, their classification, and their applications.

Silicon Implementation of Pulse Coded Neural Networks

Автор: Mona E. Zaghloul; Jack L. Meador; Robert W. Newcom
Название: Silicon Implementation of Pulse Coded Neural Networks
ISBN: 0792394496 ISBN-13(EAN): 9780792394495
Издательство: Springer
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Цена: 30606.00 р.
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Описание: Presents state-of-the-art research results which address conventional abstract notions of neural-like processing, as well as the more specific details of neural-like processors. The text seeks to cover many of the relevant contemporary studies coming out of this newly emerging area.

Long Term Implementation of a 100 Percent Baggage Screening System: A Value Focused Thinking Approach

Автор: Meade Quincy
Название: Long Term Implementation of a 100 Percent Baggage Screening System: A Value Focused Thinking Approach
ISBN: 1249584027 ISBN-13(EAN): 9781249584025
Издательство: Неизвестно
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Цена: 10658.00 р.
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Design, Implementation, and Analysis of Next Generation Optical Networks: Emerging Research and Opportunities

Автор: Waqas Ahmed Imtiaz, Rastislav Roka
Название: Design, Implementation, and Analysis of Next Generation Optical Networks: Emerging Research and Opportunities
ISBN: 1522597670 ISBN-13(EAN): 9781522597674
Издательство: Mare Nostrum (Eurospan)
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Цена: 28552.00 р.
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Описание: By the end of the decade, approximately 50 billion devices will be connected over the internet using multiple services such as online gaming, ultra-high definition videos, and 5G mobile services. The associated data traffic demand in both fixed and mobile networks is increasing dramatically, causing network operators to have to migrate the existing optical networks towards next-generation solutions. The main challenge within this development stems from network operators having difficulties finding cost-effective next-generation optical network solutions that can match future high capacity demand in terms of data, reach, and the number of subscribers to support multiple network services on a common network infrastructure. Design, Implementation, and Analysis of Next Generation Optical Networks: Emerging Research and Opportunities is an essential reference source that discusses the next generation of high capacity passive optical access networks (PON) in terms of design, implementation, and analysis and offers a complete reference of technology solutions for next-generation optical networks. Featuring research on topics such as artificial intelligence, electromagnetic interface, and wireless communication, this book is ideally designed for researchers, engineers, scientists, and students interested in understanding, designing, and analyzing the next generation of optical networks.

Manual for the Implementation of Neural Networks in MATLAB

Автор: Kuhn Michael
Название: Manual for the Implementation of Neural Networks in MATLAB
ISBN: 3656451567 ISBN-13(EAN): 9783656451563
Издательство: Неизвестно
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Цена: 10846.00 р.
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Описание: Bachelor Thesis from the year 2005 in the subject Business economics - Information Management, grade: 2,0, Neisse University Gцrlitz (Neisse University), language: English, abstract: This bachelor thesis presents a manual about the implementation of neural networks in the software environment MATLAB. The thesis can be divided into four parts. After an introduction into the thesis, the theoretical background of neural networks and MATLAB is explained in two chapters. The third part is the description how to implement networks in a general way and with examples, too. The manual is created for the "Master Course of Computer Studies" at the University of Applied Science Zittau/Gцrlitz. Due to the fact, that this manual is a bachelor thesis just a small theoretical and practical overview about neural networks can be given.


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