Specification Language For Mapping Neural Networks Onto Parallel Architectures

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Parle ’91 Parallel Architectures and Languages Europe

Author : Emile H.L. Aarts
Publisher : Springer
ISBN 13 : 3662252090
Total Pages : 942 pages
Book Rating : 4.6/5 (622 download)

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Book Synopsis Parle ’91 Parallel Architectures and Languages Europe by : Emile H.L. Aarts

Download or read book Parle ’91 Parallel Architectures and Languages Europe written by Emile H.L. Aarts and published by Springer. This book was released on 2013-11-11 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt: The innovative progress in the development oflarge-and small-scale parallel computing systems and their increasing availability have caused a sharp rise in interest in the scientific principles that underlie parallel computation and parallel programming. The biannual "Parallel Architectures and Languages Europe" (PARLE) conferences aim at presenting current research material on all aspects of the theory, design, and application of parallel computing systems and parallel processing. At the same time, the goal of the PARLE conferences is to provide a forum for researchers and practitioners to ex change ideas on recent developments and trends in the field of parallel com puting and parallel programming. The first ~wo conferences, PARLE '87 and PARLE '89, have succeeded in meeting this goal and made PARLE a conference that is recognized worldwide in the field of parallel computation. PARLE '91 again offers a wealth of high-quality research material for the benefit of the scientific community. Compared to its predecessors, the scope of PARLE '91 has been broadened so as to cover the area of parallel algo rithms and complexity, in addition to the central themes of parallel archi tectures and languages. The proceedings of the PARLE '91 conference contain the text of all con tributed papers that were selected for the programme and of the invited papers by leading experts in the field.

Transputing in Numerical and Neural Network Applications

Author : Gerard Louis Reijns
Publisher : IOS Press
ISBN 13 : 9789051991000
Total Pages : 280 pages
Book Rating : 4.9/5 (91 download)

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Book Synopsis Transputing in Numerical and Neural Network Applications by : Gerard Louis Reijns

Download or read book Transputing in Numerical and Neural Network Applications written by Gerard Louis Reijns and published by IOS Press. This book was released on 1992 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of the use of transputers in numerical computing and neural networks. Topics covered include linear systems of equations and programming, fluid and molecular dynamics simulation, transformations, Kalman filtering and general numerical problems. Neural networks are discussed in ters of algorithms and simulation.

Evolutionary Programming IV

Author : John R. McDonnell
Publisher : MIT Press
ISBN 13 : 9780262133173
Total Pages : 840 pages
Book Rating : 4.1/5 (331 download)

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Book Synopsis Evolutionary Programming IV by : John R. McDonnell

Download or read book Evolutionary Programming IV written by John R. McDonnell and published by MIT Press. This book was released on 1995 with total page 840 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Engineering Systems with Intelligence

Author : S.G. Tzafestas
Publisher : Springer Science & Business Media
ISBN 13 : 9401125600
Total Pages : 672 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Engineering Systems with Intelligence by : S.G. Tzafestas

Download or read book Engineering Systems with Intelligence written by S.G. Tzafestas and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a selection of papers presented at the "European Robotics and Intelligent Systems Conference" (EURISCON '91) held in Corfu. Greece (June 23-28. 1991). It is devoted to the analysis. design and applications of technological systems with built-in intelligence achieved through appropriate blending of mathematical, symbolic. sensing. computer processing. and feedback control concepts. methods and software / hardware tools. System intelligence includes human-like capabilities such as learning. observation. perception. interpretation. reasoning. planning. decision making. and action. Integrated intelligent decision and control systems obey Saridis' prinCiple of Increasing Precision with Decreasing Intelligence (IPDI). and have a hierarchical structure with three basic levels. namely Organization. Coordination. and Execution Levels. As we proceed from the organization to the execution level. the precision about the jobs to be completed increases and accordingly the intelligence reqUired for these jobs decreases. As an example. it is mentioned here that in an intelligent robotic system the organization tasks can be realized using a neural net. the coordination tasks by a Petri net. and the execution tasks by local sensors and actuators. The field of intelligent systems is a new interdisciplinary field with continuously increasing interest and expansion. It is actually the outcome of the synergetic interaction and cooperation of classical fields such as system theory. control theory. artificial intelligence. operational research. information theory. electronics. communications. and others.

Algorithms and Architectures for Parallel Processing

Author : Jesus Carretero
Publisher : Springer
ISBN 13 : 3319495836
Total Pages : 695 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Algorithms and Architectures for Parallel Processing by : Jesus Carretero

Download or read book Algorithms and Architectures for Parallel Processing written by Jesus Carretero and published by Springer. This book was released on 2016-11-24 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2016, held in Granada, Spain, in December 2016. The 30 full papers and 22 short papers presented were carefully reviewed and selected from 117 submissions. They cover many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems trying to push beyond the limits of existing technologies, including experimental efforts, innovative systems, and investigations that identify weaknesses in existing parallel processing technology.

Parallel Architectures for Artificial Neural Networks

Author : N. Sundararajan
Publisher : Wiley-IEEE Computer Society Press
ISBN 13 :
Total Pages : 424 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Parallel Architectures for Artificial Neural Networks by : N. Sundararajan

Download or read book Parallel Architectures for Artificial Neural Networks written by N. Sundararajan and published by Wiley-IEEE Computer Society Press. This book was released on 1998-12-14 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: An excellent reference for neural networks research and application, this book covers the parallel implementation aspects of all major artificial neural network models in a single text. Parallel Architectures for Artificial Neural Networks details implementations on various processor architectures built on different hardware platforms, ranging from large, general purpose parallel computers to custom built MIMD machine. Working experts describe their implementation research including results that are then divided into three sections: The theoretical analysis of parallel implementation schemes on MIMD message passing machines The details of parallel implementation of BP neural networks on general purpose, large, parallel computers Four specific purpose parallel neural computer configuration Aimed at graduate students and researchers working in artificial neural networks and parallel computing this work can be used by graduate level educators to illustrate parallel computing methods for ANN simulation. Practitioners will also find the text an ideal reference tool for lucid mathematical analyses.

FPGA Implementations of Neural Networks

Author : Amos R. Omondi
Publisher : Springer Science & Business Media
ISBN 13 : 0387284877
Total Pages : 365 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis FPGA Implementations of Neural Networks by : Amos R. Omondi

Download or read book FPGA Implementations of Neural Networks written by Amos R. Omondi and published by Springer Science & Business Media. This book was released on 2006-10-04 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the 1980s and early 1990s there was signi?cant work in the design and implementation of hardware neurocomputers. Nevertheless, most of these efforts may be judged to have been unsuccessful: at no time have have ha- ware neurocomputers been in wide use. This lack of success may be largely attributed to the fact that earlier work was almost entirely aimed at developing custom neurocomputers, based on ASIC technology, but for such niche - eas this technology was never suf?ciently developed or competitive enough to justify large-scale adoption. On the other hand, gate-arrays of the period m- tioned were never large enough nor fast enough for serious arti?cial-neur- network (ANN) applications. But technology has now improved: the capacity and performance of current FPGAs are such that they present a much more realistic alternative. Consequently neurocomputers based on FPGAs are now a much more practical proposition than they have been in the past. This book summarizes some work towards this goal and consists of 12 papers that were selected, after review, from a number of submissions. The book is nominally divided into three parts: Chapters 1 through 4 deal with foundational issues; Chapters 5 through 11 deal with a variety of implementations; and Chapter 12 looks at the lessons learned from a large-scale project and also reconsiders design issues in light of current and future technology.

Deep Learning and Parallel Computing Environment for Bioengineering Systems

Author : Arun Kumar Sangaiah
Publisher : Academic Press
ISBN 13 : 0128172932
Total Pages : 282 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Deep Learning and Parallel Computing Environment for Bioengineering Systems by : Arun Kumar Sangaiah

Download or read book Deep Learning and Parallel Computing Environment for Bioengineering Systems written by Arun Kumar Sangaiah and published by Academic Press. This book was released on 2019-07-26 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning and Parallel Computing Environment for Bioengineering Systems delivers a significant forum for the technical advancement of deep learning in parallel computing environment across bio-engineering diversified domains and its applications. Pursuing an interdisciplinary approach, it focuses on methods used to identify and acquire valid, potentially useful knowledge sources. Managing the gathered knowledge and applying it to multiple domains including health care, social networks, mining, recommendation systems, image processing, pattern recognition and predictions using deep learning paradigms is the major strength of this book. This book integrates the core ideas of deep learning and its applications in bio engineering application domains, to be accessible to all scholars and academicians. The proposed techniques and concepts in this book can be extended in future to accommodate changing business organizations' needs as well as practitioners' innovative ideas. - Presents novel, in-depth research contributions from a methodological/application perspective in understanding the fusion of deep machine learning paradigms and their capabilities in solving a diverse range of problems - Illustrates the state-of-the-art and recent developments in the new theories and applications of deep learning approaches applied to parallel computing environment in bioengineering systems - Provides concepts and technologies that are successfully used in the implementation of today's intelligent data-centric critical systems and multi-media Cloud-Big data

Comp Euro

Author :
Publisher :
ISBN 13 :
Total Pages : 928 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Comp Euro by :

Download or read book Comp Euro written by and published by . This book was released on 1991 with total page 928 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Learning and Categorization in Modular Neural Networks

Author : Jacob M.J. Murre
Publisher : Psychology Press
ISBN 13 : 1317781376
Total Pages : 257 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Learning and Categorization in Modular Neural Networks by : Jacob M.J. Murre

Download or read book Learning and Categorization in Modular Neural Networks written by Jacob M.J. Murre and published by Psychology Press. This book was released on 2014-02-25 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a new neural network model called CALM, for categorization and learning in neural networks. The author demonstrates how this model can learn the word superiority effect for letter recognition, and discusses a series of studies that simulate experiments in implicit and explicit memory, involving normal and amnesic patients. Pathological, but psychologically accurate, behavior is produced by "lesioning" the arousal system of these models. A concise introduction to genetic algorithms, a new computing method based on the biological metaphor of evolution, and a demonstration on how these algorithms can design network architectures with superior performance are included in this volume. The role of modularity in parallel hardware and software implementations is considered, including transputer networks and a dedicated 400-processor neurocomputer built by the developers of CALM in cooperation with Delft Technical University. Concluding with an evaluation of the psychological and biological plausibility of CALM models, the book offers a general discussion of catastrophic interference, generalization, and representational capacity of modular neural networks. Researchers in cognitive science, neuroscience, computer simulation sciences, parallel computer architectures, and pattern recognition will be interested in this volume, as well as anyone engaged in the study of neural networks, neurocomputers, and neurosimulators.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 702 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Network Design

Author : Martin T. Hagan
Publisher :
ISBN 13 : 9789812403766
Total Pages : pages
Book Rating : 4.4/5 (37 download)

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Book Synopsis Neural Network Design by : Martin T. Hagan

Download or read book Neural Network Design written by Martin T. Hagan and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Parallel and Distributed Computing in Engineering Systems

Author : S. G. Tzafestas
Publisher : North Holland
ISBN 13 :
Total Pages : 594 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Parallel and Distributed Computing in Engineering Systems by : S. G. Tzafestas

Download or read book Parallel and Distributed Computing in Engineering Systems written by S. G. Tzafestas and published by North Holland. This book was released on 1992 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents 91 papers reflecting the experience of a large family of workers in the field of parallel and distributed computing systems. It explores fresh results and important methods and tools. Among topics addressed are: architectures and algorithms, parallel computing in non-numerical processes, parallel computing in optimization, control and signal/image processing, distributed computing and control, neural computing, communication networks, and engineering applications. Research institutes and companies, as well as universities and individual computer, control, systems, or communications scientists and engineers should find this a valuable addition to their libraries.

IJCNN International Joint Conference on Neural Networks

Author :
Publisher :
ISBN 13 :
Total Pages : 1128 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis IJCNN International Joint Conference on Neural Networks by :

Download or read book IJCNN International Joint Conference on Neural Networks written by and published by . This book was released on 1991 with total page 1128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Agent-Oriented Programming

Author : Matthew M. Huntbach
Publisher : Springer
ISBN 13 : 3540479384
Total Pages : 394 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Agent-Oriented Programming by : Matthew M. Huntbach

Download or read book Agent-Oriented Programming written by Matthew M. Huntbach and published by Springer. This book was released on 2003-07-31 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book that furnishes no quotations is, me judice, no book – it is a plaything. TL Peacock: Crochet Castle The paradigm presented in this book is proposed as an agent programming language. The book charts the evolution of the language from Prolog to intelligent agents. To a large extent, intelligent agents rose to prominence in the mid-1990s because of the World Wide Web and an ill-structured network of multimedia information. Age- oriented programming was a natural progression from object-oriented programming which C++ and more recently Java popularized. Another strand of influence came from a revival of interest in robotics [Brooks, 1991a; 1991b]. The quintessence of an agent is an intelligent, willing slave. Speculation in the area of artificial slaves is far more ancient than twentieth century science fiction. One documented example is found in Aristotle’s Politics written in the fourth century BC. Aristotle classifies the slave as “an animate article of property”. He suggests that slaves or subordinates might not be necessary if “each instrument could do its own work at command or by anticipation like the statues of Daedalus and the tripods of Hephaestus”. Reference to the legendary robots devised by these mythological technocrats, the former an artificer who made wings for Icarus and the latter a blacksmith god, testify that the concept of robot, if not the name, was ancient even in Aristotle’s time.

Applications and Science of Artificial Neural Networks

Author :
Publisher :
ISBN 13 :
Total Pages : 842 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Applications and Science of Artificial Neural Networks by :

Download or read book Applications and Science of Artificial Neural Networks written by and published by . This book was released on 1996 with total page 842 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volumes consist of the proceedings of the International Conference on Applications and Science of Artificial Neural Networks.

Computer Architecture

Author : Charles Fox
Publisher : No Starch Press
ISBN 13 : 1718502869
Total Pages : 498 pages
Book Rating : 4.7/5 (185 download)

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Book Synopsis Computer Architecture by : Charles Fox

Download or read book Computer Architecture written by Charles Fox and published by No Starch Press. This book was released on 2024-05-07 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Not since the 1980s has computer architecture been so exciting! This book captures the moment, mining the history of computing to teach key concepts in modern hardware design and introduce the neural and quantum architectures of the future. Computer Architecture is an in-depth exploration of the principles and designs that have shaped computer hardware through the ages, from counting devices like the abacus, to Babbage’s Difference Engine, to modern GPUs and the frontiers of quantum computing. This engaging blend of history, theory, hands-on exercises, and real-world examples is sure to make for an insightful romp through a fast-changing world. You won’t just read about computer architecture, you’ll also gain the understanding to touch, build, and program it. You’ll explore the basic structures of a CPU by learning to program a Victorian Analytical Engine. You’ll extend electronic machines to 8-bit and 16-bit retro gaming computers, learning to program a Commodore 64 and an Amiga. You’ll delve into x86 and RISC-V architectures, cloud and supercomputers, and ideas for future technologies. You’ll also learn: • How to represent data with different coding schemes and build digital logic gates • The basics of machine and assembly language programming • How pipelining, out-of-order execution, and parallelism work, in context • The power and promise of neural networks, DNA, photonics, and quantum computing Whether you’re a student, a professional, or simply a tech enthusiast, after reading this book, you’ll grasp the milestones of computer architecture and be able to engage directly with the technology that defines today’s world. Prepare to be inspired, challenged, and above all, see and experience the digital world, hands-on.