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An Information-Theoretic Approach to Neural Computing
ISBN: 9781461284697 / Angielski / Miękka / 262 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. 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 information-theoretic 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 non-linear 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...
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403,47 zł |
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Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification
ISBN: 9781118592526 / Angielski / Twarda / 264 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. A step-by-step introduction to modeling, training, and forecasting using wavelet networks Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification presents the statistical model identification framework that is needed to successfully apply wavelet networks as well as extensive comparisons of alternate methods. Providing a concise and rigorous treatment for constructing optimal wavelet networks, the book links mathematical aspects of wavelet network construction to statistical modeling and forecasting applications in areas such as... A step-by-step introduction to modeling, training, and forecasting using wavelet networks Wavelet Neural Networks: With Applicatio... |
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460,91 zł |
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The Design of a Thinking Computer
ISBN: 9781479113958 / Angielski / Miękka / 234 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. A computer that thinks like a person has long been the dream of computer designers. The author uses his 35 years of computer design experience to describe the mechanisms of a thinking computer. These mechanisms include recall, recognition, learning, doing procedures, speech, vision, attention, intelligence, and consciousness. Included are experiments that demonstrate the mechanisms described. The experiments use software that the reader can download from the internet and run on his or her personal computer (PC). The software includes a large engram file containing knowledge we use on a daily...
A computer that thinks like a person has long been the dream of computer designers. The author uses his 35 years of computer design experience to desc...
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88,78 zł |
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Pattern Classification: Neuro-Fuzzy Methods and Their Comparison
ISBN: 9781447110774 / Angielski / Miękka / 327 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book solves the above problems by developing new learning paradigms and architectures for neural networks and fuzzy systems.
The book consists of two parts: Pattern Classification and Function Approximation. In the first part, based on the synthesis principle of the neural-network classifier: A new learning paradigm is discussed and classification... Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult b...
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403,47 zł |
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Weakly Connected Neural Networks
ISBN: 9781461273028 / Angielski / Miękka / 402 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book is devoted to an analysis of general weakly connected neural networks (WCNNs) that can be written in the form (0.1) m Here, each Xi E IR is a vector that summarizes all physiological attributes of the ith neuron, n is the number of neurons, Ii describes the dynam- ics of the ith neuron, and gi describes the interactions between neurons. The small parameter indicates the strength of connections between the neurons. Weakly connected systems have attracted much attention since the sec- ond half of seventeenth century, when Christian Huygens noticed that a pair of pendulum clocks...
This book is devoted to an analysis of general weakly connected neural networks (WCNNs) that can be written in the form (0.1) m Here, each Xi E IR is ...
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403,47 zł |
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From Synapses to Rules: Discovering Symbolic Rules from Neural Processed Data
ISBN: 9781461352044 / Angielski / Miękka / 388 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. One high-level 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 high-level 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...
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605,23 zł |
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Neural Networks and Fuzzy Systems: Theory and Applications
ISBN: 9781461378693 / Angielski / Miękka / 258 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Neural Networks and Fuzzy Systems: Theory and Applications discusses theories that have proven useful in applying neural networks and fuzzy systems to real world problems. The book includes performance comparison of neural networks and fuzzy systems using data gathered from real systems. Topics covered include the Hopfield network for combinatorial optimization problems, multilayered neural networks for pattern classification and function approximation, fuzzy systems that have the same functions as multilayered networks, and composite systems that have been successfully applied to...
Neural Networks and Fuzzy Systems: Theory and Applications discusses theories that have proven useful in applying neural networks and fuzzy s...
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cena:
403,47 zł |
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Principles of Artificial Neural Networks (3rd Edition)
ISBN: 9789814522731 / Angielski / Twarda / 384 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Artificial neural networks are most suitable for solving problems that are complex, ill-defined, highly nonlinear, of many and different variables, and/or stochastic. Such problems are abundant in medicine, in finance, in security and beyond. This volume covers the basic theory and architecture of the major artificial neural networks. Uniquely, it presents 18 complete case studies of applications of neural networks in various fields, ranging from cell-shape classification to micro-trading in finance and to constellation recognition - all with their respective source codes. These case...
Artificial neural networks are most suitable for solving problems that are complex, ill-defined, highly nonlinear, of many and different variables, an...
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584,14 zł |
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Complex-Valued Neural Networks
ISBN: 9781118344606 / Angielski / Twarda / 304 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Presents the latest advances in complex-valued neural networks by demonstrating the theory in a wide range of applications Complex-valued neural networks is a rapidly developing neural network framework that utilizes complex arithmetic, exhibiting specific characteristics in its learning, self-organizing, and processing dynamics. They are highly suitable for processing complex amplitude, composed of amplitude and phase, which is one of the core concepts in physical systems to deal with electromagnetic, light, sonic/ultrasonic waves as well as quantum waves, namely, electron... Presents the latest advances in complex-valued neural networks by demonstrating the theory in a wide range of applications Complex-va... |
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594,13 zł |
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Computational Intelligence and Its Applications: Evolutionary Computation, Fuzzy Logic, Neural Network and Support Vector Machine Techniques
ISBN: 9781848166912 / Angielski / Twarda / 320 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book focuses on computational intelligence techniques and their applications — fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. Fundamental concepts and essential analysis of various...
This book focuses on computational intelligence techniques and their applications — fast-growing and promising research topics that have drawn ...
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525,72 zł |
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An Introduction to Neural Networks
ISBN: 9781857285031 / Angielski / Miękka / 248 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This key user-friendly feature notwithstanding, the book provides a full level of explanation of the technical aspects of the subject, which non-mathematical rivals usually fail to provide, thereby leaving those areas obscure. Although the study of neural networks is underpinned by ideas that are often best described mathematically, the fundamentals of the subject are accessible without the full mathematical apparatus, as this treatment amply demonstrates.
This key user-friendly feature notwithstanding, the book provides a full level of explanation of the technical aspects of the subject, which non-mathe...
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340,69 zł |
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Principles of Artificial Neural Networks
ISBN: 9789812706249 / Angielski / Twarda / 320 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Suitable as a self-study course for engineers and computer scientists in the industry, this book covers major neural network approaches and architectures with the theories. It presents detailed case studies for each of the approaches, accompanied with computer codes and the corresponding computed results.
Suitable as a self-study course for engineers and computer scientists in the industry, this book covers major neural network approaches and architectu...
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535,46 zł |
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Neural Network Data Analysis Using Simulnet(tm)
ISBN: 9781461272625 / Angielski / Miękka / 226 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Scope of this Text This text is intended to provide the reader with an introduction to the analysis of numeri cal data using neural networks. Neural networks as data analytic tools allow data to be analyzed in order to discover and model the functional relationships among the recorded variables. Such data may be empirical. It may originate in an experiment in which the values of one or more dependent variables are recorded as one or more independent vari ables are manipulated. Alternatively, the data may be observational rather than empirical in nature, representing historical records of the...
Scope of this Text This text is intended to provide the reader with an introduction to the analysis of numeri cal data using neural networks. Neural n...
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cena:
201,72 zł |
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Information Dynamics: Foundations and Applications
ISBN: 9781461265108 / Angielski / Miękka / 281 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book offers a new, theoretical approach to information dynamics, i.e., information processing in complex dynamical systems. The presentation establishes a consistent theoretical framework for the problem of discovering knowledge behind empirical, dynamical data and addresses applications in information processing and coding in dynamical systems. This will be an essential reference for those in neural computing, information theory, nonlinear dynamics and complex systems modeling.
This book offers a new, theoretical approach to information dynamics, i.e., information processing in complex dynamical systems. The presentation esta...
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201,72 zł |
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Networks of Learning Automata: Techniques for Online Stochastic Optimization
ISBN: 9781461347750 / Angielski / Miękka / 268 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Networks of Learning Automata: Techniques for Online Stochastic Optimization is a comprehensive account of learning automata models with emphasis on multiautomata systems. It considers synthesis of complex learning structures from simple building blocks and uses stochastic algorithms for refining probabilities of selecting actions. Mathematical analysis of the behavior of games and feedforward networks is provided. Algorithms considered here can be used for online optimization of systems based on noisy measurements of performance index. Also, algorithms that assure...
Networks of Learning Automata: Techniques for Online Stochastic Optimization is a comprehensive account of learning automata models w...
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cena:
403,47 zł |
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Statistical and Neural Classifiers: An Integrated Approach to Design
ISBN: 9781447110712 / Angielski / Miękka / 295 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The classification of patterns is an important area of research which is central to all pattern recognition fields, including speech, image, robotics, and data analysis. Neural networks have been used successfully in a number of these fields, but so far their application has been based on a 'black box approach' with no real understanding of how they work. In this book, Sarunas Raudys - an internationally respected researcher in the area - provides an excellent mathematical and applied introduction to how neural network classifiers work and how they should be used.. .
The classification of patterns is an important area of research which is central to all pattern recognition fields, including speech, image, robotics,...
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cena:
443,82 zł |
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Neural Smithing: Supervised Learning in Feedforward Artificial Neural Networks
ISBN: 9780262527019 / Angielski / Miękka / 360 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. The basic idea is that massive systems of simple units linked together in appropriate ways can generate many complex and interesting behaviors. This book focuses on the subset of feedforward artificial neural networks called multilayer perceptrons (MLP). These are the mostly widely used neural networks, with applications as diverse as finance (forecasting), manufacturing (process control), and science (speech and image... Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans a... |
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221,51 zł |
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The Book of Genesis: Exploring Realistic Neural Models with the General Neural Simulation System
ISBN: 9781461272243 / Angielski / Miękka / 458 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. "The Book of GENESIS" is in two parts. Firstly, a collection of contributed articles describes projects created using the GENESIS system, and then a step-by-step tutorial explains how the software works and how best to manipulate it so as to achieve maximum use. As a result, this publication may be seen as a reference guide, a textbook for course use, and as a resource to which readers can turn for ideas on how to devise their own models and applications. The accompanying cross-platform CD-ROM contains the full source code for GENESIS and its graphical interface, XODUS; the GENESIS Reference...
"The Book of GENESIS" is in two parts. Firstly, a collection of contributed articles describes projects created using the GENESIS system, and then a s...
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cena:
403,47 zł |
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Introduction to Network of Networks
ISBN: 9780750310475 / Angielski / Twarda / 200 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
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614,88 zł |
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Neural Network Design (2nd Edition)
ISBN: 9780971732117 / Angielski / Miękka / 802 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
147,28 zł |
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