Neural Networks

Neural Networks
Author: G David Garson
Publisher: SAGE
Total Pages: 201
Release: 1998-09-24
Genre: Social Science
ISBN: 0857026275
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This book provides the first accessible introduction to neural network analysis as a methodological strategy for social scientists. The author details numerous studies and examples which illustrate the advantages of neural network analysis over other quantitative and modelling methods in widespread use. Methods are presented in an accessible style for readers who do not have a background in computer science. The book provides a history of neural network methods, a substantial review of the literature, detailed applications, coverage of the most common alternative models and examples of two leading software packages for neural network analysis.

PC AI.

PC AI.
Author:
Publisher:
Total Pages: 334
Release: 2001
Genre: Artificial intelligence
ISBN:
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Computational Neural Networks for Geophysical Data Processing

Computational Neural Networks for Geophysical Data Processing
Author: M.M. Poulton
Publisher: Elsevier
Total Pages: 351
Release: 2001-06-13
Genre: Science
ISBN: 0080529658
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This book was primarily written for an audience that has heard about neural networks or has had some experience with the algorithms, but would like to gain a deeper understanding of the fundamental material. For those that already have a solid grasp of how to create a neural network application, this work can provide a wide range of examples of nuances in network design, data set design, testing strategy, and error analysis. Computational, rather than artificial, modifiers are used for neural networks in this book to make a distinction between networks that are implemented in hardware and those that are implemented in software. The term artificial neural network covers any implementation that is inorganic and is the most general term. Computational neural networks are only implemented in software but represent the vast majority of applications. While this book cannot provide a blue print for every conceivable geophysics application, it does outline a basic approach that has been used successfully.

Computer and Computing Technologies in Agriculture II, Volume 2

Computer and Computing Technologies in Agriculture II, Volume 2
Author: Daoliang Li
Publisher: Springer Science & Business Media
Total Pages: 736
Release: 2009-06-04
Genre: Computers
ISBN: 1441902104
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The papers in this volume comprise the refereed proceedings of the Second IFIP International Conference on Computer and Computing Technologies in Agriculture (CCTA2008), in Beijing, China, 2008. The conference on the Second IFIP International Conference on Computer and Computing Technologies in Agriculture (CCTA 2008) is cooperatively sponsored and organized by the China Agricultural University (CAU), the National Engineering Research Center for Information Technology in Agriculture (NERCITA), the Chinese Society of Agricultural Engineering (CSAE) , International Federation for Information Processing (IFIP), Beijing Society for Information Technology in Agriculture, China and Beijing Research Center for Agro-products Test and Farmland Inspection, China. The related departments of China’s central government bodies like: Ministry of Science and Technology, Ministry of Industry and Information Technology, Ministry of Education and the Beijing Municipal Natural Science Foundation, Beijing Academy of Agricultural and Forestry Sciences, etc. have greatly contributed and supported to this event. The conference is as good platform to bring together scientists and researchers, agronomists and information engineers, extension servers and entrepreneurs from a range of disciplines concerned with impact of Information technology for sustainable agriculture and rural development. The representatives of all the supporting organizations, a group of invited speakers, experts and researchers from more than 15 countries, such as: the Netherlands, Spain, Portugal, Mexico, Germany, Greece, Australia, Estonia, Japan, Korea, India, Iran, Nigeria, Brazil, China, etc.

Methods and Procedures for the Verification and Validation of Artificial Neural Networks

Methods and Procedures for the Verification and Validation of Artificial Neural Networks
Author: Brian J. Taylor
Publisher: Springer Science & Business Media
Total Pages: 280
Release: 2006-03-20
Genre: Computers
ISBN: 0387294856
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Neural networks are members of a class of software that have the potential to enable intelligent computational systems capable of simulating characteristics of biological thinking and learning. Currently no standards exist to verify and validate neural network-based systems. NASA Independent Verification and Validation Facility has contracted the Institute for Scientific Research, Inc. to perform research on this topic and develop a comprehensive guide to performing V&V on adaptive systems, with emphasis on neural networks used in safety-critical or mission-critical applications. Methods and Procedures for the Verification and Validation of Artificial Neural Networks is the culmination of the first steps in that research. This volume introduces some of the more promising methods and techniques used for the verification and validation (V&V) of neural networks and adaptive systems. A comprehensive guide to performing V&V on neural network systems, aligned with the IEEE Standard for Software Verification and Validation, will follow this book.

AI Expert

AI Expert
Author:
Publisher:
Total Pages: 520
Release: 1988-07
Genre: Artificial intelligence
ISBN:
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Advanced Computer Architecture

Advanced Computer Architecture
Author: Rajiv Chopra
Publisher: S. Chand Publishing
Total Pages: 516
Release: 2008
Genre: Computers
ISBN: 8121930774
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This book covers the syllabus of GGSIPU, DU, UPTU, PTU, MDU, Pune University and many other universities. • It is useful for B.Tech(CSE/IT), M.Tech(CSE), MCA(SE) students. • Many solved problems have been added to make this book more fresh. • It has been divided in three parts :Parallel Algorithms, Parallel Programming and Super Computers.

Computer and Information Science Applications in Bioprocess Engineering

Computer and Information Science Applications in Bioprocess Engineering
Author: A.R. Moreira
Publisher: Springer Science & Business Media
Total Pages: 469
Release: 2012-12-06
Genre: Science
ISBN: 9400901771
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Biotechnology has been labelled as one of the key technologies of the last two decades of the 20th Century, offering boundless solutions to problems ranging from food and agricultural production to pharmaceutical and medical applications, as well as environmental and bioremediation problems. Biological processes, however, are complex and the prevailing mechanisms are either unknown or poorly understood. This means that adequate techniques for data acquisition and analysis, leading to appropriate modeling and simulation packages that can be superimposed on the engineering principles, need to be routine tools for future biotechnologists. The present volume presents a masterly summary of the most recent work in the field, covering: instrumentation systems; enzyme technology; environmental biotechnology; food applications; and metabolic engineering.

Environmental Systems Engineering

Environmental Systems Engineering
Author: Henry R. Bungay
Publisher: Springer Science & Business Media
Total Pages: 228
Release: 2012-12-06
Genre: Science
ISBN: 1461555078
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Environmental Systems Engineering explains how to use new computerized tools to tackle problems in systems engineering. This book covers: expert systems, fuzzy logic, networks, process dynamics, control and statistical approaches to systems analysis. Computer simulation, mathematical models, and newer methods that apply artificial intelligence and neural networks to environmental problems are emphasized. Each book topic is supported by an interactive web site featuring computer graphics, teaching games and navigational aids. Topics are developed through the use of computer exercises using practical problems as examples.