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Cellular Neural Networks: Dynamics and Modelling
ISBN: 9789048162543 / Angielski / Miękka / 220 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book deals with new theoretical results for studying Cellular Neural Networks (CNNs) concerning its dynamical behavior. New aspects of CNNs' applications are developed for modelling of some famous nonlinear partial differential equations arising in biology, genetics, neurophysiology, physics, ecology, etc. The analysis of CNNs' models is based on the harmonic balance method well known in control theory and in the study of electronic oscillators. Such phenomena as hysteresis, bifurcation and chaos are studied for CNNs. The topics investigated in the book involve several scientific... This book deals with new theoretical results for studying Cellular Neural Networks (CNNs) concerning its dynamical behavior. New aspects of CNNs' a... |
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403,47 zł |
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Neural Networks for Vision, Speech and Natural Language
ISBN: 9780412430008 / Angielski / Twarda / 456 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This text is written by researchers at BT Laboratories and at universities who have investigated a set of problems in vision, speech and natural language. It presents a diversity of approaches to the solution of these problems, based on a range of neural network paradigms. The book also includes sections on implementation, which discuss some approaches to hardware realization; and architectures, which describe new ideas and algorithms.
This text is written by researchers at BT Laboratories and at universities who have investigated a set of problems in vision, speech and natural langu...
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581,02 zł |
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Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems
ISBN: 9781852330040 / Angielski / Miękka / 316 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The past decade could be seen as the heyday of neurocomputing: in which the capabilities of monolithic nets have been well explored and exploited. The question then is where do we go from here? A logical next step is to examine the potential offered by combinations of artificial neural nets, and it is that step that the chapters in this volume represent. Intuitively, it makes sense to look at combining ANNs. Clearly complex biological systems and brains rely on modularity. Similarly the principles of modularity, and of reliability through redundancy, can be found in many disparate areas, from...
The past decade could be seen as the heyday of neurocomputing: in which the capabilities of monolithic nets have been well explored and exploited. The...
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403,47 zł |
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Second-Order Methods for Neural Networks: Fast and Reliable Training Methods for Multi-Layer Perceptrons
ISBN: 9783540761006 / Angielski / Miękka / 145 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. About This Book This book is about training methods - in particular, fast second-order training methods - for multi-layer perceptrons (MLPs). MLPs (also known as feed-forward neural networks) are the most widely-used class of neural network. Over the past decade MLPs have achieved increasing popularity among scientists, engineers and other professionals as tools for tackling a wide variety of information processing tasks. In common with all neural networks, MLPsare trained (rather than programmed) to carryout the chosen information processing function. Unfortunately, the (traditional' method...
About This Book This book is about training methods - in particular, fast second-order training methods - for multi-layer perceptrons (MLPs). MLPs (al...
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201,72 zł |
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Concepts for Neural Networks: A Survey
ISBN: 9783540761631 / Angielski / Miękka / 312 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. A survey of concepts for neural networks. It discusses issues such as: the mathematics of neural networks; neurobiological modelling; neural network control of a simple mobile robot; attentional modulation in visual pathways; and the modelling and understanding of consciousness.
A survey of concepts for neural networks. It discusses issues such as: the mathematics of neural networks; neurobiological modelling; neural network c...
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403,47 zł |
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Intelligent Systems and Financial Forecasting
ISBN: 9783540760986 / Angielski / Miękka / 227 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. A fundamental objective of Artificial Intelligence (AI) is the creation of in telligent computer programs. In more modest terms AI is simply con cerned with expanding the repertoire of computer applications into new domains and to new levels of efficiency. The motivation for this effort comes from many sources. At a practical level there is always a demand for achieving things in more efficient ways. Equally, there is the technical challenge of building programs that allow a machine to do something a machine has never done before. Both of these desires are contained within AI and both provide...
A fundamental objective of Artificial Intelligence (AI) is the creation of in telligent computer programs. In more modest terms AI is simply con cerne...
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403,47 zł |
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Complex-Valued Neural Networks
ISBN: 9783642070075 / Angielski / Miękka / 176 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The original Japanese edition of this book, published by Saiensu-sha, Japan, in March 2005, has fortunately acquired a favorable reputation. I am grateful to the readers for their kind feedbacks, many of which are included in this edition. I hope this English publication attracts readers in wider areas, and evokes valuable feedbacks furthermore. In the months after the Japanese publication, researches on the compl- valued neural networks have kept evolution in respective directions. There are some plans of special sessions in international conferences and special issues in journals. The...
The original Japanese edition of this book, published by Saiensu-sha, Japan, in March 2005, has fortunately acquired a favorable reputation. I am grat...
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544,54 zł |
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Ad Hoc and Sensor Networks: Theory and Applications (2nd Edition)
ISBN: 9789814338899 / Angielski / Miękka / 664 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book provides a comprehensive yet easy coverage of ad hoc and sensor networks and fills the gap of existing literature in this growing field. It emphasizes that there is a major interdependence among various layers of the network protocol stack. Contrary to wired or even one-hop cellular networks, the lack of a fixed infrastructure, the inherent mobility, the wireless channel, and the underlying routing mechanism by ad hoc and sensor networks introduce a number of technological challenges that are difficult to address within the boundaries of a single protocol layer. All existing...
This book provides a comprehensive yet easy coverage of ad hoc and sensor networks and fills the gap of existing literature in this growing field. It ...
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292,07 zł |
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High-Level Feedback Control with Neural Networks
ISBN: 9789810233761 / Angielski / Twarda / 228 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This work seeks to bridge the gap between feedback control and artificial intelligence. It provides design techniques for "high-level" neural-network feedback-control topologies that contain servo-level feedback-control loops as well as artificial intelligence decision and training at the higher levels. Several advanced feedback topologies containing neural networks are presented, including "dynamic output feedback", "reinforcement learning" and "optimal design", as well as a "fuzzy-logic reinforcement" controller. The control topologies are intuitive, yet are derived using sound mathematical...
This work seeks to bridge the gap between feedback control and artificial intelligence. It provides design techniques for "high-level" neural-network ...
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413,76 zł |
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Recent Developments in Biologically Inspired Computing
ISBN: 9781591403135 / Angielski 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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361,24 zł |
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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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459,75 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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272,60 zł |
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Artificial Neural Networks : An Introduction
ISBN: 9780819459879 / Angielski / Miękka / 126 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This tutorial text provides the reader with an understanding of artificial neural networks (ANNs), and their application, beginning with the biological systems which inspired them, through the learning methods that have been developed, and the data collection processes, to the many ways ANNs are being used today. The material is presented with a minimum of math (although the mathematical details are included in the appendices for interested readers), and with a maximum of hands-on experience. All specialized terms are included in a glossary. The result is a highly readable text that will...
This tutorial text provides the reader with an understanding of artificial neural networks (ANNs), and their application, beginning with the biologica...
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223,92 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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413,76 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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846,99 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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598,74 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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423,50 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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272,60 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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691,18 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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cena:
754,51 zł |
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