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Neural and Adaptive Systems: Fundamentals Through Simulations
ISBN: 9780471351672 / Angielski / Miękka / 672 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Develop New Insight into the Behavior of Adaptive Systems
This one-of-a-kind interactive book and CD-ROM will help you develop a better understanding of the behavior of adaptive systems. Developed as part of a project aimed at innovating the teaching of adaptive systems in science and engineering, it unifies the concepts of neural networks and adaptive filters into a common framework. It begins by explaining the fundamentals of adaptive linear regression and builds on these concepts to explore pattern classification, function approximation, feature extraction, and time-series... Develop New Insight into the Behavior of Adaptive Systems
This one-of-a-kind interactive book and CD-ROM will help you develop a better unde... |
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742,29 zł |
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Nonlinear Dynamic Modeling of Physiological Systems
ISBN: 9780471469605 / Angielski / Twarda / 560 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response data in a practical context. A considerable body of knowledge has accumulated over the last thirty years in this area of research. This book summarizes that progress, and details the most recent methodologies that offer practical solutions to this daunting problem. Implementation and application are discussed, and examples are provided using both synthetic and actual experimental data.
This essential study of nonlinearities in physiology... The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response da...
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895,17 zł |
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Recurrent Neural Networks for Prediction: Learning Algorithms, Architectures and Stability
ISBN: 9780471495178 / Angielski / Twarda / 304 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. New technologies in engineering, physics and biomedicine are demanding increasingly complex methods of digital signal processing. By presenting the latest research work the authors demonstrate how real-time recurrent neural networks (RNNs) can be implemented to expand the range of traditional signal processing techniques and to help combat the problem of prediction. Within this text neural networks are considered as massively interconnected nonlinear adaptive filters.
New technologies in engineering, physics and biomedicine are demanding increasingly complex methods of digital signal processing. By presenting the la...
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955,23 zł |
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The Roots of Backpropagation: From Ordered Derivatives to Neural Networks and Political Forecasting
ISBN: 9780471598978 / Angielski / Twarda / 319 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Now, for the first time, publication of the landmark work in backpropagation Scientists, engineers, statisticians, operations researchers, and other investigators involved in neural networks have long sought direct access to Paul Werbos's groundbreaking, much-cited 1974 Harvard doctoral thesis, The Roots of Backpropagation, which laid the foundation of backpropagation. Now, with the publication of its full text, these practitioners can go straight to the original material and gain a deeper, practical understanding of this unique mathematical approach to social studies and related fields. In...
Now, for the first time, publication of the landmark work in backpropagation Scientists, engineers, statisticians, operations researchers, and other ...
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938,85 zł |
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Intelligent System Applications in Power Engineering: Evolutionary Programming and Neural Networks
ISBN: 9780471980957 / Angielski / Twarda / 288 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Cutting-edge research indicates that evolutionary programming is set to emerge as the dominant optimisation technique in the fast-changing power industry. Combining theory and practice, Intelligent System Applications in Power Engineering capitalises on the potential of neural networks and evolutionary computation to resolve real-world power engineering problems such as load forecasting, power system operation and planning optimisation. Unlike existing optimisation methods, these novel computational intelligence techniques provide power utilities with innovative solutions for improved...
Cutting-edge research indicates that evolutionary programming is set to emerge as the dominant optimisation technique in the fast-changing power indus...
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1102,65 zł |
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An Introduction to the Modeling of Neural Networks
ISBN: 9780521414517 / Angielski / Twarda / 492 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This text is a graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence, and the construction of a new generation of intelligent computers. The book is divided into four parts. The first part gives an account of the anatomy of the central nervous system, followed by a brief introduction to neurophysiology. The second part is devoted to the dynamics of neuronal states, and demonstrates how very simple models may stimulate...
This text is a graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about ho...
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718,83 zł |
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Modelling Brain Function: The World of Attractor Neural Networks
ISBN: 9780521421249 / Angielski / Miękka / 524 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Exploring one of the most exciting and potentially rewarding areas of scientific research, the study of the principles and mechanisms underlying brain function, this book introduces and explains the techniques brought from physics to the study of neural networks and the insights they have stimulated. Substantial progress in understanding memory, the learning process, and self-organization by studying the properties of models of neural networks have resulted in discoveries of important parallels between the properties of statistical, nonlinear cooperative systems in physics and neural...
Exploring one of the most exciting and potentially rewarding areas of scientific research, the study of the principles and mechanisms underlying brain...
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345,31 zł |
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An Introduction to the Modeling of Neural Networks
ISBN: 9780521424875 / Angielski / Miękka / 492 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This text is a beginning graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence and the construction of a new generation of intelligent computers.
This text is a beginning graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can revea...
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394,45 zł |
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Neural Network Learning: Theoretical Foundations
ISBN: 9780521573535 / Angielski / Twarda / 404 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This important work describes recent theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised learning problems, and addresses the key statistical and computational questions. Chapters survey research on pattern classification with binary-output networks, including a discussion of the relevance of the Vapnik Chervonenkis dimension, and of estimates of the dimension for several neural network models. In addition, Anthony and Bartlett develop a model of classification by real-output networks, and demonstrate the usefulness of classification...
This important work describes recent theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised l...
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566,50 zł |
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Applied Neural Networks for Signal Processing
ISBN: 9780521644006 / Angielski / Miękka / 382 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The use of neural networks in signal processing is becoming increasingly widespread, with applications in many areas. Applied Neural Networks for Signal Processing is the first book to provide a comprehensive introduction to this broad field. It begins by covering the basic principles and models of neural networks in signal processing. The authors then discuss a number of powerful algorithms and architectures for a range of important problems, and describe practical implementation procedures. A key feature of the book is that many carefully designed simulation examples are included to help...
The use of neural networks in signal processing is becoming increasingly widespread, with applications in many areas. Applied Neural Networks for Sign...
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306,00 zł |
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On-Line Learning in Neural Networks
ISBN: 9780521652636 / Angielski / Twarda / 412 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. On-line learning is one of the most commonly used techniques for training neural networks. Though it has been used successfully in many real-world applications, most training methods are based on heuristic observations. The lack of theoretical support damages the credibility as well as the efficiency of neural networks training, making it hard to choose reliable or optimal methods. This book presents a coherent picture of the state of the art in the theoretical analysis of on-line learning. An introduction relates the subject to other developments in neural networks and explains the overall...
On-line learning is one of the most commonly used techniques for training neural networks. Though it has been used successfully in many real-world app...
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694,26 zł |
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Apprentices of Wonder: Inside the Neural Network Revolution
ISBN: 9780553349467 / Angielski / Miękka / 228 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. In the vein of The Soul of a New Machine comes this accessible book on the scientists who are creating startling theories of how the mind works as they forge a kind of artificial intelligence called neural networks--or, the first thinking machines. Praise for Apprentices of Wonder
"If you want to understand the latest scientific thinking about the relations between mind and brain, meet Allman's Apprentices of Wonder."--Howard Gardner, author of The Mind's New Science: A History of Cognitive Revolution "This snappy introduction to the... In the vein of The Soul of a New Machine comes this accessible book on the scientists who are creating startling theories of how the mind works...
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65,05 zł |
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Understanding 99% of Artificial Neural Networks: Introduction & Tricks
ISBN: 9780595219964 / Angielski / Miękka / 148 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
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56,15 zł |
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Understanding 99% of Artificial Neural Networks: Introduction & Tricks
ISBN: 9780595749706 / Angielski / Twarda / 148 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
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99,52 zł |
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A Field Guide to Dynamical Recurrent Networks
ISBN: 9780780353695 / Angielski / Twarda / 464 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Acquire the tools for understanding new architectures and algorithms of dynamical recurrent networks (DRNs) from this valuable field guide, which documents recent forays into artificial intelligence, control theory, and connectionism. This unbiased introduction to DRNs and their application to time-series problems (such as classification and prediction) provides a comprehensive overview of the recent explosion of leading research in this prolific field.
A Field Guide to Dynamical Recurrent Networks emphasizes the issues driving the development of this class of network structures. It... Acquire the tools for understanding new architectures and algorithms of dynamical recurrent networks (DRNs) from this valuable field guide, which docu...
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1053,51 zł |
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Artificial Neural Networks in Hydrology
ISBN: 9780792362265 / Angielski / Twarda / 332 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. R. S. GOVINDARAJU and ARAMACHANDRA RAO School of Civil Engineering Purdue University West Lafayette, IN., USA Background and Motivation The basic notion of artificial neural networks (ANNs), as we understand them today, was perhaps first formalized by McCulloch and Pitts (1943) in their model of an artificial neuron. Research in this field remained somewhat dormant in the early years, perhaps because of the limited capabilities of this method and because there was no clear indication of its potential uses. However, interest in this area picked up momentum in a dramatic fashion with the works...
R. S. GOVINDARAJU and ARAMACHANDRA RAO School of Civil Engineering Purdue University West Lafayette, IN., USA Background and Motivation The basic noti...
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574,29 zł |
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Neural Networks in Optimization
ISBN: 9780792365150 / Angielski / Twarda / 371 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. People are facing more and more NP-complete or NP-hard problems of a combinatorial nature and of a continuous nature in economic, military and management practice. There are two ways in which one can enhance the efficiency of searching for the solutions of these problems. The first is to improve the speed and memory capacity of hardware. We all have witnessed the computer industry's amazing achievements with hardware and software developments over the last twenty years. On one hand many computers, bought only a few years ago, are being sent to elementary schools for children to learn the...
People are facing more and more NP-complete or NP-hard problems of a combinatorial nature and of a continuous nature in economic, military and managem...
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cena:
574,29 zł |
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Multi-Valued and Universal Binary Neurons: Theory, Learning and Applications
ISBN: 9780792378242 / Angielski / Twarda / 276 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Multi-Valued and Universal Binary Neurons deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neurons are based on complex number arithmetic and are hence much more powerful than the typical neurons used in artificial neural networks. Therefore, networks with such neurons exhibit a broad functionality. They can not only realise threshold input/output maps but can also implement any arbitrary Boolean function. Two learning methods are presented whereby these networks can be trained easily. The broad applicability of these networks is proven by...
Multi-Valued and Universal Binary Neurons deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neuro...
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cena:
574,29 zł |
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Cellular Neural Networks: Analysis, Design and Optimization
ISBN: 9780792378914 / Angielski / Twarda / 148 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Cellular Neural Networks (CNNs) constitute a class of nonlinear, recurrent and locally coupled arrays of identical dynamical cells that operate in parallel. ANALOG chips are being developed for use in applications where sophisticated signal processing at low power consumption is required.
Signal processing via CNNs only becomes efficient if the network is implemented in analog hardware. In view of the physical limitations that analog implementations entail, robust operation of a CNN chip with respect to parameter variations has to be insured. By far not all mathematically possible CNN... Cellular Neural Networks (CNNs) constitute a class of nonlinear, recurrent and locally coupled arrays of identical dynamical cells that operate in par...
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cena:
382,84 zł |
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Neural Networks and Fuzzy Systems: Theory and Applications
ISBN: 9780792398141 / Angielski / Twarda / 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:
382,84 zł |
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