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Author: Patrice Quinton
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 392
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Book Description
A survey of systolic algorithms, this volume also covers systolic architecture and automatic synthesis methodologies for the design of systolic arrays. Exercises are included.
Author: Patrice Quinton
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 392
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Book Description
A survey of systolic algorithms, this volume also covers systolic architecture and automatic synthesis methodologies for the design of systolic arrays. Exercises are included.
Author: Sankar K. Pal
Publisher: World Scientific
ISBN: 981277808X
Category : Computers
Languages : en
Pages : 421
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Book Description
Neural networks (NNs) and systolic arrays (SAs) have many similar features. This volume describes, in a unified way, the basic concepts, theories and characteristic features of integrating or formulating different facets of NNs and SAs, as well as presents recent developments and significant applications. The articles, written by experts from all over the world, demonstrate the various ways this integration can be made to efficiently design methodologies, algorithms and architectures, and also implementations, for NN applications. The book will be useful to graduate students and researchers in many related areas, not only as a reference book but also as a textbook for some parts of the curriculum. It will also benefit researchers and practitioners in industry and R&D laboratories who are working in the fields of system design, VLSI, parallel processing, neural networks, and vision.
Author: David Zhang
Publisher: World Scientific
ISBN: 9810248407
Category : Computers
Languages : en
Pages : 421
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Book Description
Neural networks (NNs) and systolic arrays (SAs) have many similar features. This volume describes, in a unified way, the basic concepts, theories and characteristic features of integrating or formulating different facets of NNs and SAs, as well as presents recent developments and significant applications. The articles, written by experts from all over the world, demonstrate the various ways this integration can be made to efficiently design methodologies, algorithms and architectures, and also implementations, for NN applications. The book will be useful to graduate students and researchers in many related areas, not only as a reference book but also as a textbook for some parts of the curriculum. It will also benefit researchers and practitioners in industry and R&D laboratories who are working in the fields of system design, VLSI, parallel processing, neural networks, and vision.
Author: David J. Evans
Publisher: CRC Press
ISBN: 9782881248047
Category : Mathematics
Languages : en
Pages : 466
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Book Description
While the architecture of present-day parallel supercomputers is largely based on the concept of a shared memory, with its attendant limitations of common access, advances in semicoductor technology have led to the development of highly parellel computer architectures with decentralized storage and limited connections in which each processor possesses high bandwidth local memory connected to a small number of such architectures, enabling cost-effective high-speed parallel processing for large volumes of data, with ultra-high throughput rates. Algorithms suitable for implementation on systolic arrays find applications in areas such as signal and image processing, pattern matching, linear algebra, recurrence algorithms and graph problems. This book provides an insight into the implementation of systolic arrays and gives a comprehensive overview of the techniques and theories contributing to the design of systolic algorithms.
Author: G. M. Megson
Publisher: Oxford University Press, USA
ISBN: 9780198538134
Category : Poetry
Languages : en
Pages : 345
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Book Description
Parallel programming and the effective exploitation of parallel computers will play an increasingly important part in the future development of computer systems. Systolic processing is a technique for solving problems on a massively parallel computer architecture in a way that pumps information or data between processing elements in a regular and rhythmic pattern. This book is an introduction to the basic principles of systolic design, explaining what systolic algorithms are and showing how to design systolic arrays in a systematic way so that they meet certain design objectives such as area and time efficiency. These topics are addressed by underlining the distinction between the two concepts, with systolic algorithms being constrained by basic "axioms" of systolic design while systolic arrays are seen as dependent on "heuristics" defining the limitations of manufacturing technology. The text is based on the author's extensive experience with the design of systolic algorithms and his familiarity with teaching the subject to those with little or no background in parallel processing. It is intended for graduate students and professionals in the fields of computer science and engineering.
Author: D. J. Evans
Publisher: Gordon & Breach Science Pub
ISBN: 9782881246906
Category : Mathematics
Languages : en
Pages : 108
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Book Description
While the architecture of present-day parallel supercomputers is largely based on the concept of a shared memory, with its attendant limitations of common access, advances in semicoductor technology have led to the development of highly parellel computer architectures with decentralized storage and limited connections in which each processor possesses high bandwidth local memory connected to a small number of such architectures, enabling cost-effective high-speed parallel processing for large volumes of data, with ultra-high throughput rates. Algorithms suitable for implementation on systolic arrays find applications in areas such as signal and image processing, pattern matching, linear algebra, recurrence algorithms and graph problems. This book provides an insight into the implementation of systolic arrays and gives a comprehensive overview of the techniques and theories contributing to the design of systolic algorithms. This volume presents a compilation of papers illustrating the major adv
Author: Cheruvillil Unnikrishnan
Publisher:
ISBN:
Category :
Languages : en
Pages : 90
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Book Description
Author: Yoel Tenne
Publisher: Springer Science & Business Media
ISBN: 3642127754
Category : Technology & Engineering
Languages : en
Pages : 424
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Book Description
This collection of recent studies spans a range of computational intelligence applications, emphasizing their application to challenging real-world problems. Covers Intelligent agent-based algorithms, Hybrid intelligent systems, Machine learning and more.
Author: E. Swartzlander
Publisher: CRC Press
ISBN: 100010351X
Category : Technology & Engineering
Languages : en
Pages : 408
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Book Description
This book is about systolic signal processing systems: networks of signal processors with efficient data flow between the processors. It is written for students, engineers, and managers who wish a concise introduction to the key concepts and future directions of systolic processor architectures.
Author: F. Thomson Leighton
Publisher: Elsevier
ISBN: 1483221156
Category : Mathematics
Languages : en
Pages : 856
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Book Description
Introduction to Parallel Algorithms and Architectures: Arrays Trees Hypercubes provides an introduction to the expanding field of parallel algorithms and architectures. This book focuses on parallel computation involving the most popular network architectures, namely, arrays, trees, hypercubes, and some closely related networks. Organized into three chapters, this book begins with an overview of the simplest architectures of arrays and trees. This text then presents the structures and relationships between the dominant network architectures, as well as the most efficient parallel algorithms for a wide variety of problems. Other chapters focus on fundamental results and techniques and on rigorous analysis of algorithmic performance. This book discusses as well a hybrid of network architecture based on arrays and trees called the mesh of trees. The final chapter deals with the most important properties of hypercubes. This book is a valuable resource for readers with a general technical background.
