Parallel Distributed Processing

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)

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Book Synopsis Parallel Distributed Processing by : David E. Rumelhart

Download or read book Parallel Distributed Processing written by David E. Rumelhart and published by . This book was released on 1986 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

Foundations of Multithreaded, Parallel, and Distributed Programming

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Publisher : Pearson
ISBN 13 :
Total Pages : 696 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Foundations of Multithreaded, Parallel, and Distributed Programming by : Gregory R. Andrews

Download or read book Foundations of Multithreaded, Parallel, and Distributed Programming written by Gregory R. Andrews and published by Pearson. This book was released on 2000 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foundations of Multithreaded, Parallel, and Distributed Programming covers, and then applies, the core concepts and techniques needed for an introductory course in this subject. Its emphasis is on the practice and application of parallel systems, using real-world examples throughout. Greg Andrews teaches the fundamental concepts of multithreaded, parallel and distributed computing and relates them to the implementation and performance processes. He presents the appropriate breadth of topics and supports these discussions with an emphasis on performance. Features Emphasizes how to solve problems, with correctness the primary concern and performance an important, but secondary, concern Includes a number of case studies which cover such topics as pthreads, MPI, and OpenMP libraries, as well as programming languages like Java, Ada, high performance Fortran, Linda, Occam, and SR Provides examples using Java syntax and discusses how Java deals with monitors, sockets, and remote method invocation Covers current programming techniques such as semaphores, locks, barriers, monitors, message passing, and remote invocation Concrete examples are executed with complete programs, both shared and distributed Sample applications include scientific computing and distributed systems 0201357526B04062001

Parallel Distributed Processing: Foundations

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Author :
Publisher :
ISBN 13 : 9780262181204
Total Pages : 547 pages
Book Rating : 4.1/5 (812 download)

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Book Synopsis Parallel Distributed Processing: Foundations by : David E. Rumelhart

Download or read book Parallel Distributed Processing: Foundations written by David E. Rumelhart and published by . This book was released on 1986 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Parallel Distributed Processing, Volume 1

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Author :
Publisher : National Geographic Books
ISBN 13 : 026268053X
Total Pages : 0 pages
Book Rating : 4.2/5 (626 download)

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Book Synopsis Parallel Distributed Processing, Volume 1 by : David E. Rumelhart

Download or read book Parallel Distributed Processing, Volume 1 written by David E. Rumelhart and published by National Geographic Books. This book was released on 1987-07-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

Foundations of Cognitive Psychology

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Publisher : MIT Press
ISBN 13 : 9780262621595
Total Pages : 884 pages
Book Rating : 4.6/5 (215 download)

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Book Synopsis Foundations of Cognitive Psychology by : Daniel J. Levitin

Download or read book Foundations of Cognitive Psychology written by Daniel J. Levitin and published by MIT Press. This book was released on 2002 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt: An anthology of core readings on cognitive psychology.

Neural Network Models of Cognition

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Publisher : Elsevier
ISBN 13 : 9780080537368
Total Pages : 585 pages
Book Rating : 4.5/5 (373 download)

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Book Synopsis Neural Network Models of Cognition by : J.W. Donahoe

Download or read book Neural Network Models of Cognition written by J.W. Donahoe and published by Elsevier. This book was released on 1997-09-26 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are held to serve the same function for behavioral neuroscience as population genetics for evolutionary science. The volume is divided into six sections, each of which includes both experimental and simulation research: (1) neurodevelopment and genetic algorithms, (2) synaptic plasticity (LTP), (3) sensory/hippocampal systems, (4) motor systems, (5) plasticity in large neural systems (reinforcement learning), and (6) neural imaging and language. The volume also includes an integrated reference section and a comprehensive index.

Parallel Distributed Processing: Psychological and biological models

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Publisher :
ISBN 13 : 9780262631105
Total Pages : 611 pages
Book Rating : 4.6/5 (311 download)

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Book Synopsis Parallel Distributed Processing: Psychological and biological models by : David E. Rumelhart

Download or read book Parallel Distributed Processing: Psychological and biological models written by David E. Rumelhart and published by . This book was released on 1986 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Topics in Parallel and Distributed Computing

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Publisher : Morgan Kaufmann
ISBN 13 : 0128039388
Total Pages : 360 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Topics in Parallel and Distributed Computing by : Sushil K Prasad

Download or read book Topics in Parallel and Distributed Computing written by Sushil K Prasad and published by Morgan Kaufmann. This book was released on 2015-09-16 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Topics in Parallel and Distributed Computing provides resources and guidance for those learning PDC as well as those teaching students new to the discipline. The pervasiveness of computing devices containing multicore CPUs and GPUs, including home and office PCs, laptops, and mobile devices, is making even common users dependent on parallel processing. Certainly, it is no longer sufficient for even basic programmers to acquire only the traditional sequential programming skills. The preceding trends point to the need for imparting a broad-based skill set in PDC technology. However, the rapid changes in computing hardware platforms and devices, languages, supporting programming environments, and research advances, poses a challenge both for newcomers and seasoned computer scientists. This edited collection has been developed over the past several years in conjunction with the IEEE technical committee on parallel processing (TCPP), which held several workshops and discussions on learning parallel computing and integrating parallel concepts into courses throughout computer science curricula. Contributed and developed by the leading minds in parallel computing research and instruction Provides resources and guidance for those learning PDC as well as those teaching students new to the discipline Succinctly addresses a range of parallel and distributed computing topics Pedagogically designed to ensure understanding by experienced engineers and newcomers Developed over the past several years in conjunction with the IEEE technical committee on parallel processing (TCPP), which held several workshops and discussions on learning parallel computing and integrating parallel concepts

Parallel Distributed Processing, Volume 2

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Publisher : MIT Press
ISBN 13 : 9780262631105
Total Pages : 636 pages
Book Rating : 4.6/5 (311 download)

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Book Synopsis Parallel Distributed Processing, Volume 2 by : James L. Mcclelland

Download or read book Parallel Distributed Processing, Volume 2 written by James L. Mcclelland and published by MIT Press. This book was released on 1987-07-29 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

Semantic Cognition

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Publisher : MIT Press
ISBN 13 : 9780262182393
Total Pages : 446 pages
Book Rating : 4.1/5 (823 download)

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Book Synopsis Semantic Cognition by : Timothy T. Rogers

Download or read book Semantic Cognition written by Timothy T. Rogers and published by MIT Press. This book was released on 2004 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: A mechanistic theory of the representation and use of semantic knowledge that uses distributed connectionist networks as a starting point for a psychological theory of semantic cognition.

Parallel Distributed Processing

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Publisher :
ISBN 13 :
Total Pages : 547 pages
Book Rating : 4.:/5 (912 download)

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Book Synopsis Parallel Distributed Processing by :

Download or read book Parallel Distributed Processing written by and published by . This book was released on 1995 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Programming Distributed Computing Systems

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Publisher : MIT Press
ISBN 13 : 0262313367
Total Pages : 291 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Programming Distributed Computing Systems by : Carlos A. Varela

Download or read book Programming Distributed Computing Systems written by Carlos A. Varela and published by MIT Press. This book was released on 2013-05-31 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to fundamental theories of concurrent computation and associated programming languages for developing distributed and mobile computing systems. Starting from the premise that understanding the foundations of concurrent programming is key to developing distributed computing systems, this book first presents the fundamental theories of concurrent computing and then introduces the programming languages that help develop distributed computing systems at a high level of abstraction. The major theories of concurrent computation—including the π-calculus, the actor model, the join calculus, and mobile ambients—are explained with a focus on how they help design and reason about distributed and mobile computing systems. The book then presents programming languages that follow the theoretical models already described, including Pict, SALSA, and JoCaml. The parallel structure of the chapters in both part one (theory) and part two (practice) enable the reader not only to compare the different theories but also to see clearly how a programming language supports a theoretical model. The book is unique in bridging the gap between the theory and the practice of programming distributed computing systems. It can be used as a textbook for graduate and advanced undergraduate students in computer science or as a reference for researchers in the area of programming technology for distributed computing. By presenting theory first, the book allows readers to focus on the essential components of concurrency, distribution, and mobility without getting bogged down in syntactic details of specific programming languages. Once the theory is understood, the practical part of implementing a system in an actual programming language becomes much easier.

Patterns and Skeletons for Parallel and Distributed Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 1447100972
Total Pages : 334 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Patterns and Skeletons for Parallel and Distributed Computing by : Fethi A. Rabhi

Download or read book Patterns and Skeletons for Parallel and Distributed Computing written by Fethi A. Rabhi and published by Springer Science & Business Media. This book was released on 2011-06-28 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Patterns and Skeletons for Parallel and Distributed Computing is a unique survey of research work in high-level parallel and distributed computing over the past ten years. Comprising contributions from the leading researchers in Europe and the US, it looks at interaction patterns and their role in parallel and distributed processing, and demonstrates for the first time the link between skeletons and design patterns. It focuses on computation and communication structures that are beyond simple message-passing or remote procedure calling, and also on pragmatic approaches that lead to practical design and programming methodologies with their associated compilers and tools. The book is divided into two parts which cover: skeletons-related material such as expressing and composing skeletons, formal transformation, cost modelling and languages, compilers and run-time systems for skeleton-based programming.- design patterns and other related concepts, applied to other areas such as real-time, embedded and distributed systems. It will be an essential reference for researchers undertaking new projects in this area, and will also provide useful background reading for advanced undergraduate and postgraduate courses on parallel or distributed system design.

Handbook on Parallel and Distributed Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 3662043033
Total Pages : 645 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Handbook on Parallel and Distributed Processing by : Jacek Blazewicz

Download or read book Handbook on Parallel and Distributed Processing written by Jacek Blazewicz and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here, authors from academia and practice provide practitioners, scientists and graduates with basic methods and paradigms, as well as important issues and trends across the spectrum of parallel and distributed processing. In particular, they cover such fundamental topics as efficient parallel algorithms, languages for parallel processing, parallel operating systems, architecture of parallel and distributed systems, management of resources, tools for parallel computing, parallel database systems and multimedia object servers, as well as the relevant networking aspects. A chapter is dedicated to each of parallel and distributed scientific computing, high-performance computing in molecular sciences, and multimedia applications for parallel and distributed systems.

Introduction to Parallel Computing

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Publisher : Springer
ISBN 13 : 3319988336
Total Pages : 256 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Introduction to Parallel Computing by : Roman Trobec

Download or read book Introduction to Parallel Computing written by Roman Trobec and published by Springer. This book was released on 2018-09-27 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms. This concise textbook provides, in one place, three mainstream parallelization approaches, Open MPP, MPI and OpenCL, for multicore computers, interconnected computers and graphical processing units. An overview of practical parallel computing and principles will enable the reader to design efficient parallel programs for solving various computational problems on state-of-the-art personal computers and computing clusters. Topics covered range from parallel algorithms, programming tools, OpenMP, MPI and OpenCL, followed by experimental measurements of parallel programs’ run-times, and by engineering analysis of obtained results for improved parallel execution performances. Many examples and exercises support the exposition.

Distributed Computing

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Publisher : John Wiley & Sons
ISBN 13 : 9780471453246
Total Pages : 440 pages
Book Rating : 4.4/5 (532 download)

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Book Synopsis Distributed Computing by : Hagit Attiya

Download or read book Distributed Computing written by Hagit Attiya and published by John Wiley & Sons. This book was released on 2004-03-25 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: * Comprehensive introduction to the fundamental results in the mathematical foundations of distributed computing * Accompanied by supporting material, such as lecture notes and solutions for selected exercises * Each chapter ends with bibliographical notes and a set of exercises * Covers the fundamental models, issues and techniques, and features some of the more advanced topics

Parallel Distributed Processing: Explorations in Microstructure of Cognition, Volume 1: Foundations

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (141 download)

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Book Synopsis Parallel Distributed Processing: Explorations in Microstructure of Cognition, Volume 1: Foundations by : David E. Rumelhart

Download or read book Parallel Distributed Processing: Explorations in Microstructure of Cognition, Volume 1: Foundations written by David E. Rumelhart and published by . This book was released on 1986 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: