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In-Memory Computing Hardware Accelerators for Data-Intensive Applications, Mohammad


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Цена: 12577.00р.
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Автор: Mohammad
Название:  In-Memory Computing Hardware Accelerators for Data-Intensive Applications
ISBN: 9783031342325
Издательство: Springer
Классификация:

ISBN-10: 3031342321
Обложка/Формат: Hardback
Вес: 0.00 кг.
Дата издания: 10.10.2023
Язык: English
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book describes the state-of-the-art of technology and research on In-Memory Computing Hardware Accelerators for Data-Intensive Applications. The authors discuss how processing-centric computing has become insufficient to meet target requirements and how Memory-centric computing may be better suited for the needs of current applications. This reveals for readers how current and emerging memory technologies are causing a shift in the computing paradigm. The authors do deep-dive discussions on volatile and non-volatile memory technologies, covering their basic memory cell structures, operations, different computational memory designs and the challenges associated with them. Specific case studies and potential applications are provided along with their current status and commercial availability in the market.
Дополнительное описание: Chapter 1 Data-Centric Computing Paradigm Shift, And Domain-Specific Architecture and Hardware.- Chapter 2 SRAM-based In-Memory Computing: Circuits, Functions, and Applications.- Chapter 3 In and Near-Memory Computing using DRAM.- Chapter 4 MRAM-based In-



Circuit modeling of inductively-coupled pulsed accelerators

Автор: Polzin, Kurt Alexander et al.
Название: Circuit modeling of inductively-coupled pulsed accelerators
ISBN: 0367349000 ISBN-13(EAN): 9780367349004
Издательство: Taylor&Francis
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Цена: 13779.00 р.
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Описание: This monograph is of interest to researchers and graduate students in physics, engineering, and mathematics presently studying inductively-coupled pulsed accelerators.

Data Orchestration in Deep Learning Accelerators

Автор: Krishna, Tushar Kwon, Hyoukjun Parashar, Angshuman Pellauer, Michael Samajdar, Ananda
Название: Data Orchestration in Deep Learning Accelerators
ISBN: 3031006399 ISBN-13(EAN): 9783031006395
Издательство: Springer
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Цена: 8384.00 р.
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Описание: This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. therefore, DNN accelerators require careful orchestration of data across on-chip compute, network, and memory elements to minimize the number of accesses to external DRAM.

Hardware Security

Автор: Bhunia, Swarup
Название: Hardware Security
ISBN: 0128124776 ISBN-13(EAN): 9780128124772
Издательство: Elsevier Science
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Цена: 12631.00 р.
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Описание:

Hardware Security: A Hands-On Learning Approach provides a broad, comprehensive and practical overview of hardware security that encompasses all levels of the electronic hardware infrastructure. It covers basic concepts like advanced attack techniques and countermeasures that are illustrated through theory, case studies and well-designed, hands-on laboratory exercises for each key concept. The book is ideal as a textbook for upper-level undergraduate students studying computer engineering, computer science, electrical engineering, and biomedical engineering, but is also a handy reference for graduate students, researchers and industry professionals. For academic courses, the book contains a robust suite of teaching ancillaries.

Users will be able to access schematic, layout and design files for a printed circuit board for hardware hacking (i.e. the HaHa board) that can be used by instructors to fabricate boards, a suite of videos that demonstrate different hardware vulnerabilities, hardware attacks and countermeasures, and a detailed description and user manual for companion materials.

  • Provides a thorough overview of computer hardware, including the fundamentals of computer systems and the implications of security risks
  • Includes discussion of the liability, safety and privacy implications of hardware and software security and interaction
  • Gives insights on a wide range of security, trust issues and emerging attacks and protection mechanisms in the electronic hardware lifecycle, from design, fabrication, test, and distribution, straight through to supply chain and deployment in the field
  • A full range of instructor and student support materials can be found on the authors' own website for the book: http: //hwsecuritybook.org
Digital Logic Design: A Rigorous Approach

Автор: Guy Even, Moti Medina
Название: Digital Logic Design: A Rigorous Approach
ISBN: 110870803X ISBN-13(EAN): 9781108708036
Издательство: Cambridge Academ
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Цена: 6970.00 р.
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Описание: This introductory textbook is a complete teaching tool for turning students into logic designers in one semester. Assuming no prior knowledge of discrete mathematics, it covers combinational circuits, basic computer arithmetic, synchronous circuits, finite state machines, logical simulation and an implementation of a simple RISC processor.

Artificial Intelligence and Hardware Accelerators

Автор: Mishra
Название: Artificial Intelligence and Hardware Accelerators
ISBN: 3031221699 ISBN-13(EAN): 9783031221699
Издательство: Springer
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Цена: 11878.00 р.
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Описание: This book explores new methods, architectures, tools, and algorithms for Artificial Intelligence Hardware Accelerators. The authors have structured the material to simplify readers’ journey toward understanding the aspects of designing hardware accelerators, complex AI algorithms, and their computational requirements, along with the multifaceted applications. Coverage focuses broadly on the hardware aspects of training, inference, mobile devices, and autonomous vehicles (AVs) based AI accelerators

Thread and Data Mapping for Multicore Systems

Автор: H. M. Cruz
Название: Thread and Data Mapping for Multicore Systems
ISBN: 3319910736 ISBN-13(EAN): 9783319910734
Издательство: Springer
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Цена: 6986.00 р.
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Описание: preface.- chapter 1: introduction.- chapter 2: Sharing-aware mapping and parallel architectures.- chapter 3: Sharing-aware mapping and parallel applications.- chapter 4: Sharing-Aware mapping methods.- chapter 5: Improving performance with Sharing-Aware mapping.- chapter 6: conclusion and research prospects.- index.

Hardware Accelerators in Data Centers

Автор: Kachris
Название: Hardware Accelerators in Data Centers
ISBN: 3319927914 ISBN-13(EAN): 9783319927916
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book provides readers with an overview of the architectures, programming frameworks, and hardware accelerators for typical cloud computing applications in data centers.

Hardware Accelerators in Data Centers

Автор: Christoforos Kachris; Babak Falsafi; Dimitrios Sou
Название: Hardware Accelerators in Data Centers
ISBN: 3030065189 ISBN-13(EAN): 9783030065188
Издательство: Springer
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Цена: 19564.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book provides readers with an overview of the architectures, programming frameworks, and hardware accelerators for typical cloud computing applications in data centers. The authors present the most recent and promising solutions, using hardware accelerators to provide high throughput, reduced latency and higher energy efficiency compared to current servers based on commodity processors. Readers will benefit from state-of-the-art information regarding application requirements in contemporary data centers, computational complexity of typical tasks in cloud computing, and a programming framework for the efficient utilization of the hardware accelerators.

From Variability Tolerance to Approximate Computing in Parallel Integrated Architectures and Accelerators

Автор: Abbas Rahimi; Luca Benini; Rajesh K. Gupta
Название: From Variability Tolerance to Approximate Computing in Parallel Integrated Architectures and Accelerators
ISBN: 3319852396 ISBN-13(EAN): 9783319852393
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book focuses on computing devices and their design at various levels to combat variability. These can be combined in various ways to achieve specific goals related to observability and controllability of the variability effects, providing means to achieve cross layer or hybrid resilience.

FPGA-BASED Hardware Accelerators

Автор: Iouliia Skliarova; Valery Sklyarov
Название: FPGA-BASED Hardware Accelerators
ISBN: 303020720X ISBN-13(EAN): 9783030207205
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book suggests and describes a number of fast parallel circuits for data/vector processing using FPGA-based hardware accelerators. Three primary areas are covered: searching, sorting, and counting in combinational and iterative networks. These include the application of traditional structures that rely on comparators/swappers as well as alternative networks with a variety of core elements such as adders, logical gates, and look-up tables. The iterative technique discussed in the book enables the sequential reuse of relatively large combinational blocks that execute many parallel operations with small propagation delays. For each type of network discussed, the main focus is on the step-by-step development of the architectures proposed from initial concepts to synthesizable hardware description language specifications. Each type of network is taken through several stages, including modeling the desired functionality in software, the retrieval and automatic conversion of key functions, leading to specifications for optimized hardware modules. The resulting specifications are then synthesized, implemented, and tested in FPGAs using commercial design environments and prototyping boards. The methods proposed can be used in a range of data processing applications, including traditional sorting, the extraction of maximum and minimum subsets from large data sets, communication-time data processing, finding frequently occurring items in a set, and Hamming weight/distance counters/comparators. The book is intended to be a valuable support material for university and industrial engineering courses that involve FPGA-based circuit and system design.

Fpga-Based Hardware Accelerators

Автор: Skliarova Iouliia, Sklyarov Valery
Название: Fpga-Based Hardware Accelerators
ISBN: 3030207234 ISBN-13(EAN): 9783030207236
Издательство: Springer
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Цена: 18167.00 р.
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Описание: The methods proposed can be used in a range of data processing applications, including traditional sorting, the extraction of maximum and minimum subsets from large data sets, communication-time data processing, finding frequently occurring items in a set, and Hamming weight/distance counters/comparators.

Architecture Exploration of FPGA Based Accelerators for BioInformatics Applications

Автор: Varma
Название: Architecture Exploration of FPGA Based Accelerators for BioInformatics Applications
ISBN: 9811092036 ISBN-13(EAN): 9789811092039
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents an evaluation methodology to design future FPGA fabrics incorporating hard embedded blocks (HEBs) to accelerate applications. This methodology will be useful for selection of blocks to be embedded into the fabric and for evaluating the performance gain that can be achieved by such an embedding. The authors illustrate the use of their methodology by studying the impact of HEBs on two important bioinformatics applications: protein docking and genome assembly. The book also explains how the respective HEBs are designed and how hardware implementation of the application is done using these HEBs. It shows that significant speedups can be achieved over pure software implementations by using such FPGA-based accelerators. The methodology presented in this book may also be used for designing HEBs for accelerating software implementations in other domains besides bioinformatics. This book will prove useful to students, researchers, and practicing engineers alike.


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