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Recent Developments in Biologically Inspired Computing
ISBN: 9781591403128 / Angielski / Twarda / 454 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Recent Developments in Biologically Inspired Computing is necessary reading for undergraduate and graduate students, and researchers interested in knowing the most recent advances in problem-solving techniques inspired by nature. This book covers the most relevant areas in computational intelligence, including evolutionary algorithms, artificial neural networks, artificial immune systems and swarm systems. It also brings together novel and philosophical trends in the exciting fields of artificial life and robotics. This book has the advantage of covering a large number of computational...
Recent Developments in Biologically Inspired Computing is necessary reading for undergraduate and graduate students, and researchers interested in kno...
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523,81 zł |
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Automatic Generation of Neural Network Architecture Using Evolutionary Computation
ISBN: 9789810231064 / Angielski / Twarda / 192 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book describes the application of evolutionary computation in the automatic generation of a neural network architecture. The architecture has a significant influence on the performance of the neural network. It is the usual practice to use trial and error to find a suitable neural network architecture for a given problem. The process of trial and error is not only time-consuming but may not generate an optimal network. The use of evolutionary computation is a step towards automation in neural network architecture generation. An overview of the field of evolutionary computation is...
This book describes the application of evolutionary computation in the automatic generation of a neural network architecture. The architecture has a s...
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294,38 zł |
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Neuromorphic Systems: Engineering Silicon from Neurobiology
ISBN: 9789810233778 / Angielski / Twarda / 276 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Neuromorphic systems are implementations in silicon of sensory and neural systems whose architecture and design are based on neurobiology. This book brings together recent developments in Europe and the US in this field.
Neuromorphic systems are implementations in silicon of sensory and neural systems whose architecture and design are based on neurobiology. This book b...
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446,83 zł |
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Differential Neural Networks for Robust Nonlinear Control: Identification, State Estimation and Trajectory Tracking
ISBN: 9789810246242 / Angielski / Twarda / 456 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This volume deals with continuous time dynamic neural networks theory applied to the solution of basic problems in robust control theory, including identification, state space estimation (based on neuro-observers) and trajectory tracking. The plants to be identified and controlled are assumed to be a priori unknown but belonging to a given class containing internal unmodelled dynamics and external perturbations as well. The error stability analysis and the corresponding error bounds for different problems are presented. The effectiveness of the suggested approach is illustrated by its...
This volume deals with continuous time dynamic neural networks theory applied to the solution of basic problems in robust control theory, including id...
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914,69 zł |
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Universality and Emergent Computation in Cellular Neural Networks
ISBN: 9789812381026 / Angielski / Twarda / 264 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Cellular computing is a natural information processing paradigm, capable of modelling various biological, physical and social phenomena, as well as other kinds of complex adaptive systems. The programming of a cellular computer is in many respects similar to the genetic evolution in biology, the result being a proper cell design and a task-specific gene. How should one "program" the cell of a cellular computer so that a dynamic behaviour with computational relevance will emerge? What are the "rules" for designing a computationally universal and efficient cell? The answers to these questions...
Cellular computing is a natural information processing paradigm, capable of modelling various biological, physical and social phenomena, as well as ot...
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cena:
646,59 zł |
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Algorithms and Architectures: Volume 1
ISBN: 9780124438613 / Angielski / Twarda / 460 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This volume is the first diverse and comprehensive treatment of algorithms and architectures for the realization of neural network systems. It presents techniques and diverse methods in numerous areas of this broad subject. The book covers major neural network systems structures for achieving effective systems, and illustrates them with examples. This volume includes Radial Basis Function networks, the Expand-and-Truncate Learning algorithm for the synthesis of Three-Layer Threshold Networks, weight initialization, fast and efficient variants of Hamming and Hopfield neural networks,... This volume is the first diverse and comprehensive treatment of algorithms and architectures for the realization of neural network systems. It pres... |
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457,35 zł |
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RAM-based Neural Networks
ISBN: 9789810232535 / Angielski / Twarda / 252 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. RAM-based networks are a class of methods for building pattern recognition systems. Unlike other neural network methods, they learn very quickly and as a result are applicable to a wide variety of problems. This important book presents the latest work by the majority of researchers in the field of RAM-based networks.
RAM-based networks are a class of methods for building pattern recognition systems. Unlike other neural network methods, they learn very quickly and a...
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cena:
294,38 zł |
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Neurocomputing: Learning, Architectures & Modeling
ISBN: 9781613246993 / Angielski / Twarda / 219 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. In this book, the authors present topical research in the study of the architectures and modelling in neurocomputing. Topics discussed include a brain-computer interface for analysing investment behaviour and market stability; neural-based image segmentation architecture with execution on a GPU; EEG montages for the diagnosis of Alzheimer's disease; design and training of neural architectures using extreme learning machines; and, the systematic comparison of single and multiple hidden-layer neural networks.
In this book, the authors present topical research in the study of the architectures and modelling in neurocomputing. Topics discussed include a brain...
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cena:
746,41 zł |
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Industrial Applications of Neural Networks
ISBN: 9789810231750 / Angielski / Twarda / 488 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book presents a collection papers on real-world applications of neural networks, which were presented at the ICANN '95 conference of the European Neural Network Society. The contributions have been carefully selected by the Programme Committee under three criteria: soundness of the technical approach, relevance for the application sector, and quality of the results obtained. The book covers all major areas of industrial and service activities: process engineering, control and monitoring, technical diagnosis and nondestructive testing, power systems, robotics, transportation,...
This book presents a collection papers on real-world applications of neural networks, which were presented at the ICANN '95 conference of the European...
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814,81 zł |
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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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cena:
391,77 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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497,74 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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101,15 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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cena:
391,77 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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cena:
391,77 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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587,67 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:
391,77 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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cena:
630,82 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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641,61 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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cena:
567,74 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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cena:
352,16 zł |
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