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Advances in Neural Network Research: Ijcnn 2003
ISBN: 9780080443201 / Angielski / Twarda / 434 str. IJCNN is the flagship conference of the INNS, as well as the IEEE Neural Networks Society. It
has arguably been the preeminent conference in the field, even as neural network conferences have proliferated and specialized. As the number of conferences has grown, its strongest competition has migrated away from an emphasis on neural networks. IJCNN has embraced the proliferation of spinoff and related fields (see the topic list, below), while maintaining a core emphasis befitting its name. It has also succeeded in enforcing an emphasis on quality. IJCNN is the flagship conference of the INNS, as well as the IEEE Neural Networks Society. It
has arguably been the preeminent conference in the fi... 

cena:
446,42 zł 
Optimization Techniques
ISBN: 9780124438620 / Angielski / Twarda / 398 str. Optimization Techniques is a unique reference source to a diverse array of methods for achieving optimization, and includes both systems structures and computational methods. The text devotes broad coverage toa unified view of optimal learning, orthogonal transformation techniques, sequential constructive techniques, fast back propagation algorithms, techniques for neural networks with nonstationary or dynamic outputs, applications to constraint satisfaction, optimization issues and techniques for unsupervised learning neural networks, optimum Cerebellar Model of Articulation...
Optimization Techniques is a unique reference source to a diverse array of methods for achieving optimization, and includes both systems struct...


cena:
530,25 zł 
Industrial and Manufacturing Systems
ISBN: 9780124438644 / Angielski / Twarda / 395 str. Industrial and Manufacturing Systems serves as an indepth guide to major applications in this focal area of interest to the engineering community. This volume emphasizes the neural network structures used to achieve practical and effective systems, and provides numerous examples. Industrial and Manufacturing Systems is a unique and comprehensive reference to diverse application methodologies and implementations by means of neural network systems. It willbe of use to practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as...
Industrial and Manufacturing Systems serves as an indepth guide to major applications in this focal area of interest to the engineering commun...


cena:
441,18 zł 
Image Processing and Pattern Recognition
ISBN: 9780124438651 / Angielski / Twarda / 386 str. Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques, and sensor technology. The text emphasizes algorithms and architectures for achieving practical and effective systems, and presents many examples. Practitioners, researchers, and students in computer science, electrical engineering, andradiology, as well as those working at financial institutions, will value this unique and authoritative reference to diverse...
Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification...


cena:
587,88 zł 
Fuzzy Logic and Expert Systems Applications
ISBN: 9780124438668 / Angielski / Twarda / 416 str. This volume covers the integration of fuzzy logic and expert systems. A vital resource in the field, it includes techniques for applying fuzzy systems to neural networks for modeling and control, systematic design procedures for realizing fuzzy neural systems, techniques for the design of rulebased expert systems using the massively parallel processing capabilities of neural networks, the transformation of neural systems into rulebased expert systems, the characteristics and relative merits of integrating fuzzy sets, neural networks, genetic algorithms, and rough sets, and applications to...
This volume covers the integration of fuzzy logic and expert systems. A vital resource in the field, it includes techniques for applying fuzzy systems...


cena:
504,05 zł 
Neural Network Systems Techniques and Applications: Advances in Theory and Applications
ISBN: 9780124438675 / Angielski / Twarda / 438 str. The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical, and production engineering will find this volume a unique and comprehensive reference source for diverse application methodologies. Control and Dynamic Systems covers the important topics of highly effective Orthogonal Activation Function Based Neural Network System Architecture, multilayer recurrent neural networks for synthesizing and implementing realtime... The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers... 

cena:
504,05 zł 
Neural Networks in Finance: Gaining Predictive Edge in the Market
ISBN: 9780124859678 / Angielski / Twarda / 256 str. This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combination with evolutionary computation outperform classical econometric methods for accuracy in forecasting, classification and dimensionality reduction.
McNelis utilizes a variety of examples, from forecasting automobile production and corporate bond spread, to inflation and deflation processes in Hong Kong and Japan, to credit card default in Germany to bank failures in Texas, to capfloor volatilities in New York and Hong Kong. * Offers a... This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combinati...


cena:
404,50 zł 
Neural Systems for Robotics
ISBN: 9780125262804 / Angielski / Twarda / 346 str. Neural Systems for Robotics represents the most uptodate developments in the rapidly growing aplication area of neural networks, which is one of the hottest application areas for neural networks technology. The book not only contains a comprehensive study of neurocontrollers in complex Robotics systems, written by highly respected researchers in the field but outlines a novel approach to solving Robotics problems. The importance of neural networks in all aspects of Robot arm manipulators, neurocontrol, and Robotic systems is also given thorough and indepth coverage. All researchers...
Neural Systems for Robotics represents the most uptodate developments in the rapidly growing aplication area of neural networks, which is one...


cena:
451,66 zł 
Neural Networks and Pattern Recognition
ISBN: 9780125264204 / Angielski / Twarda / 351 str. This book is one of the most uptodate and cuttingedge texts available on the rapidly growing application area of neural networks. Neural Networks and Pattern Recognition focuses on the use of neural networksin pattern recognition, a very important application area for neural networks technology. The contributors are widely known and highly respected researchers and practitioners in the field.
This book is one of the most uptodate and cuttingedge texts available on the rapidly growing application area of neural networks. Neural Network...


cena:
346,82 zł 
Neural Systems for Control
ISBN: 9780125264303 / Angielski / Twarda / 358 str. Control problems offer an industrially important application and a guide to understanding control systems for those working in Neural Networks. Neural Systems for Control represents the most uptodate developments in the rapidly growing aplication area of neural networks and focuses on research in natural and artifical neural systems directly applicable to control or making use of modern control theory. The book covers such important new developments in control systems such as intelligent sensors in semiconductor wafer manufacturing; the relation between muscles and cerebral neurons...
Control problems offer an industrially important application and a guide to understanding control systems for those working in Neural Networks. Neu...


cena:
420,22 zł 
Discrete Neural Computation
ISBN: 9780133007084 / Angielski / Miękka / 432 str. Written by the three leading authorities in the field, this book brings together in one volume the recent developments in discrete neural computation, with a focus on neural networks with discrete inputs and outputs. It integrates a variety of important ideas and analytical techniques, and establishes a theoretical foundation for discrete neural computation. Discusses the basic models for discrete neural computation and the fundamental concepts in computational complexity; establishes efficient designs of threshold circuits for computing various functions; develops techniques for... Written by the three leading authorities in the field, this book brings together in one volume the recent developments in discrete neural computat... 

cena:
391,14 zł 
Digital Neural Networks
ISBN: 9780136123262 / Angielski / Miękka / 400 str. Covering the fundamental theory and practical implementation of various neural models, this text provides a coherent exploration and a well structured presentation of the three most important aspects of the neural networks: application, algorithm, and architecture. It offers working knowledge of the various neural models, the fundamental theoretical basis, the potential application domains, and the basic implementation issues. Electrical Engineers, Computer Engineers and Computer Scientists will find this text invaluable.
Covering the fundamental theory and practical implementation of various neural models, this text provides a coherent exploration and a well struct... 

cena:
478,62 zł 
Neural Networks and Intellect: Using ModelBased Concepts
ISBN: 9780195111620 / Angielski / Twarda / 496 str. Neural Networks and Intellect: Using ModelBased Concepts describes a new mathematical concept of modeling field theory and its applications to a variety of problems. Examining the relationships among mathematics, computations in neural networks, signs and symbols in semiotics, and ideas of mind in psychology and philosophy, this unique text discusses deep philosophical questions in detail and relates them to mathematics and the engineering of intelligence. Ideal for courses in neural networks, modern pattern recognition, and mathematical concepts of intelligence, it will also be of...
Neural Networks and Intellect: Using ModelBased Concepts describes a new mathematical concept of modeling field theory and its applications ...


cena:
1138,24 zł 
The Bioinformatics: Performance and Prospects in the 1990s and Beyond
ISBN: 9780262025065 / Angielski / Twarda / 476 str. An unprecedented wealth of data is being generated by genome sequencing projects and other experimental efforts to determine the structure and function of biological molecules. The demands and opportunities for interpreting these data are expanding rapidly. Bioinformatics is the development and application of computer methods for management, analysis, interpretation, and prediction, as well as for the design of experiments. Machine learning approaches (e.g., neural networks, hidden Markov models, and belief networks) are ideally suited for areas where there is a lot of data but little... An unprecedented wealth of data is being generated by genome sequencing projects and other experimental efforts to determine the structure and func... 

cena:
273,50 zł 
Advances in LargeMargin Classifiers
ISBN: 9780262194488 / Angielski / Twarda / 422 str. The concept of large margins is a unifying principle for the analysis of many different approaches to the classification of data from examples, including boosting, mathematical programming, neural networks, and support vector machines. The fact that it is the margin, or confidence level, of a classificationthat is, a scale parameterrather than a raw training error that matters has become a key tool for dealing with classifiers. This book shows how this idea applies to both the theoretical analysis and the design of algorithms.The book provides an overview of recent developments in... The concept of large margins is a unifying principle for the analysis of many different approaches to the classification of data from examples, inc... 

cena:
51,83 zł 
Talking Nets: An Oral History of Neural Networks
ISBN: 9780262511117 / Angielski / Miękka / 448 str. Since World War II, a group of scientists has been attempting to understand the human nervous system and to build computer systems that emulate the brain's abilities. Many of the early workers in this field of neural networks came from cybernetics; others came from neuroscience, physics, electrical engineering, mathematics, psychology, even economics. In this collection of interviews, those who helped to shape the field share their childhood memories, their influences, how they became interested in neural networks, and what they see as its future. The subjects tell stories that have... Since World War II, a group of scientists has been attempting to understand the human nervous system and to build computer systems that emulate the... 

cena:
141,47 zł 
From Synapses to Rules: Discovering Symbolic Rules from Neural Processed Data
ISBN: 9780306474026 / Angielski / Twarda / 388 str. One highlevel ability of the human brain is to understand what it has learned. This seems to be the crucial advantage in comparison to the brain activity of other primates. At present we are technologically almost ready to artificially reproduce human brain tissue, but we still do not fully understand the information processing and the related biological mechanisms underlying this ability. Thus an electronic clone of the human brain is still far from being realizable. At the same time, around twenty years after the revival of the connectionist paradigm, we are not yet satisfied with the...
One highlevel ability of the human brain is to understand what it has learned. This seems to be the crucial advantage in comparison to the brain acti...


cena:
751,23 zł 
Models of Neural Networks: Temporal Aspects of Coding and Information Processing in Biological Systems
ISBN: 9780387943626 / Angielski / Twarda / 347 str. Since the appearance of Vol. 1 of Models of Neural Networks in 1991, the theory of neural nets has focused on two paradigms: information coding through coherent firing of the neurons and functional feedback. Information coding through coherent neuronal firing exploits time as a cardinal degree of freedom. This capacity of a neural network rests on the fact that the neuronal action potential is a short, say 1 ms, spike, localized in space and time. Spatial as well as temporal correlations of activity may represent different states of a network. In particular, temporal correlations of activity...
Since the appearance of Vol. 1 of Models of Neural Networks in 1991, the theory of neural nets has focused on two paradigms: information coding throug...


cena:
773,81 zł 
An InformationTheoretic Approach to Neural Computing
ISBN: 9780387946665 / Angielski / Twarda / 262 str. Neural networks provide a powerful new technology to model and control nonlinear and complex systems. In this book, the authors present a detailed formulation of neural networks from the informationtheoretic viewpoint. They show how this perspective provides new insights into the design theory of neural networks. In particular they show how these methods may be applied to the topics of supervised and unsupervised learning including feature extraction, linear and nonlinear independent component analysis, and Boltzmann machines. Readers are assumed to have a basic understanding of neural...
Neural networks provide a powerful new technology to model and control nonlinear and complex systems. In this book, the authors present a detailed for...


cena:
593,21 zł 
Information Dynamics: Foundations and Applications
ISBN: 9780387950471 / Angielski / Twarda / 281 str. This book originated from a forefront R&D project pursued at Siemens Corporate Technology over the past several years. As a name for this project, we chose "Information Dynamics," which stands for information processing in complex dynamical systems. In the project, we wanted to grasp the flow of information in such systems in a quantitative manner, on the one hand by making use of an existing arsenal of methods and techniques from areas such as information theory, mathematical statistics, neural networks, nonlinear dynamics, probability theory, and statistical physics, and on the other hand...
This book originated from a forefront R&D project pursued at Siemens Corporate Technology over the past several years. As a name for this project, we ...


cena:
344,88 zł 