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Exploring Neural Networks with C#

Exploring Neural Networks with C# PDF Author: Ryszard Tadeusiewicz
Publisher: CRC Press
ISBN: 1498760376
Category : Computers
Languages : en
Pages : 298

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Book Description
The utility of artificial neural network models lies in the fact that they can be used to infer functions from observationsmaking them especially useful in applications where the complexity of data or tasks makes the design of such functions by hand impractical.Exploring Neural Networks with C# presents the important properties of neural networks

Exploring Neural Networks with C#

Exploring Neural Networks with C# PDF Author: Ryszard Tadeusiewicz
Publisher: CRC Press
ISBN: 1498760376
Category : Computers
Languages : en
Pages : 298

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Book Description
The utility of artificial neural network models lies in the fact that they can be used to infer functions from observationsmaking them especially useful in applications where the complexity of data or tasks makes the design of such functions by hand impractical.Exploring Neural Networks with C# presents the important properties of neural networks

Advances in Neural Networks – ISNN 2014

Advances in Neural Networks – ISNN 2014 PDF Author: Zhigang Zeng
Publisher: Springer
ISBN: 3319124366
Category : Computers
Languages : en
Pages : 649

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Book Description
The volume LNCS 8866 constitutes the refereed proceedings of the 11th International Symposium on Neural Networks, ISNN 2014, held in Hong Kong and Macao, China on November/ December 2014. The 71 revised full papers presented were carefully reviewed and selected from 119 submissions. These papers cover all major topics of the theoretical research, empirical study and applications of neural networks research as follows. The focus is on following topics such as analysis, modeling, and applications.

Advances in Neural Networks – ISNN 2015

Advances in Neural Networks – ISNN 2015 PDF Author: Xiaolin Hu
Publisher: Springer
ISBN: 331925393X
Category : Computers
Languages : en
Pages : 510

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Book Description
The volume LNCS 9377 constitutes the refereed proceedings of the 12th International Symposium on Neural Networks, ISNN 2015, held in Jeju, South Korea in October 2015. The 55 revised full papers presented were carefully reviewed and selected from 97 submissions. These papers cover many topics of neural network-related research including intelligent control, neurodynamic analysis, memristive neurodynamics, computer vision, signal processing, machine learning, and optimization.

Neural Nets: Applications in Geography

Neural Nets: Applications in Geography PDF Author: B. Hewitson
Publisher: Springer Science & Business Media
ISBN: 9401111227
Category : Science
Languages : en
Pages : 196

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Book Description
Neural nets offer a fascinating new strategy for spatial analysis, and their application holds enormous potential for the geographic sciences. However, the number of studies that have utilized these techniques is limited. This lack of interest can be attributed, in part, to lack of exposure, to the use of extensive and often confusing jargon, and to the misapprehension that, without an underlying statistical model, the explanatory power of the neural net is very low. Neural Nets: Applications for Geography attacks all three issues; the text demonstrates a wide variety of neural net applications in geography in a simple manner, with minimal jargon. The volume presents an introduction to neural nets that describes some of the basic concepts, as well as providing a more mathematical treatise for those wishing further details on neural net architecture. The bulk of the text, however, is devoted to descriptions of neural net applications in such broad-ranging fields as census analysis, predicting the spread of AIDS, describing synoptic controls on mountain snowfall, examining the relationships between atmospheric circulation and tropical rainfall, and the remote sensing of polar cloud and sea ice characteristics. The text illustrates neural nets employed in modes analogous to multiple regression analysis, cluster analysis, and maximum likelihood classification. Not only are the neural nets shown to be equal or superior to these more conventional methods, particularly where the relationships have a strong nonlinear component, but they are also shown to contain significant explanatory power. Several chapters demonstrate that the nets themselves can be decomposed to illuminate causative linkages between different events in both the physical and human environments.

Fuzzy and Neural: Interactions and Applications

Fuzzy and Neural: Interactions and Applications PDF Author: James J. Buckley
Publisher: Physica
ISBN: 379081881X
Category : Computers
Languages : en
Pages : 162

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Book Description
The primary purpose of this book is to present information about selected topics on the interactions and applications of fuzzy + neural. Most of the discussion centers around our own research in these areas. Fuzzy + neural can mean many things: (1) approximations between fuzzy systems and neu ral nets (Chapter 4); (2) building hybrid neural nets to equal fuzzy systems (Chapter 5); (3) using neura.l nets to solve fuzzy problems (Chapter 6); (4) approximations between fuzzy neural nets and other fuzzy systems (Chap ter 8); (5) constructing hybrid fuzzy neural nets for certain fuzzy systems (Chapters 9, 10); or (6) computing with words (Chapter 11). This book is not intend to be used primarily as a text book for a course in fuzzy + neural because we have not included problems at the end of each chapter, we have omitted most proofs (given in the references), and we have given very few references. We wanted to keep the mathematical prerequisites to a minimum so all longer, involved, proofs were omitted. Elementary dif ferential calculus is the only prerequisite needed since we do mention partial derivatives once or twice.

Dynamic Systems with Time Delays: Stability and Control

Dynamic Systems with Time Delays: Stability and Control PDF Author: Ju H. Park
Publisher: Springer Nature
ISBN: 9811392544
Category : Science
Languages : en
Pages : 335

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Book Description
This book presents up-to-date research developments and novel methodologies to solve various stability and control problems of dynamic systems with time delays. First, it provides the new introduction of integral and summation inequalities for stability analysis of nominal time-delay systems in continuous and discrete time domain, and presents corresponding stability conditions for the nominal system and an applicable nonlinear system. Next, it investigates several control problems for dynamic systems with delays including H(infinity) control problem Event-triggered control problems; Dynamic output feedback control problems; Reliable sampled-data control problems. Finally, some application topics covering filtering, state estimation, and synchronization are considered. The book will be a valuable resource and guide for graduate students, scientists, and engineers in the system sciences and control communities.

Artificial Neural Networks

Artificial Neural Networks PDF Author: V. Rao Vemuri
Publisher: IEEE Computer Society
ISBN:
Category : Computers
Languages : en
Pages : 509

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Evolutionary Computation

Evolutionary Computation PDF Author: Wellington Santos
Publisher: BoD – Books on Demand
ISBN: 9533070080
Category : Computers
Languages : en
Pages : 584

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Book Description
This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. This book also presents new algorithms based on several analogies and metafores, where one of them is based on philosophy, specifically on the philosophy of praxis and dialectics. In this book it is also presented interesting applications on bioinformatics, specially the use of particle swarms to discover gene expression patterns in DNA microarrays. Therefore, this book features representative work on the field of evolutionary computation and applied sciences. The intended audience is graduate, undergraduate, researchers, and anyone who wishes to become familiar with the latest research work on this field.

Intelligent Engineering Systems Through Artificial Neural Networks

Intelligent Engineering Systems Through Artificial Neural Networks PDF Author: Cihan H. Dagli
Publisher: Intelligent Engineering System
ISBN:
Category : Computers
Languages : en
Pages : 1034

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Book Description
As a follow-up to the previous four volumes of Intelligent Engineering Systems Through Artificial Neural Networks by the same editor, the present volume contains the edited versions of the technical presentations of ANNIE '95, held November, 1995 in St. Louis, Missouri. The 160-some contributions are grouped into six categories: artificial neural network architectures (including subsections on architectures and learning algorithms and training); fuzzy neural networks and systems; evolutionary programming; pattern recognition; adaptive control; and smart engineering system design (including bio-medical engineering systems; signal processing; forecasting; environmental applications; machining and robotics; process control, monitoring, and automated inspection; and general engineering). Includes bandw photographs, diagrams, and charts. Annotation copyright by Book News, Inc., Portland, OR

1993 IEEE International Conference on Neural Networks, San Francisco, California, March 28-April 1, 1993

1993 IEEE International Conference on Neural Networks, San Francisco, California, March 28-April 1, 1993 PDF Author:
Publisher:
ISBN:
Category : Neural circuitry
Languages : en
Pages : 1983

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