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Parallel Architectures ANNs
ISBN: 9780818683992 / Angielski / Twarda / 412 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This excellent reference for all those involved in neural networks research and application presents, in a single text, the necessary aspects of parallel implementation for all major artificial neural network models. The book details implementations on varoius processor architectures (ring, torus, etc.) built on different hardware platforms, ranging from large general purpose parallel computers to custom built MIMD machines using transputers and DSPs.
Experts who performed the implementations author the chapters and research results are covered in each chapter. These results are... This excellent reference for all those involved in neural networks research and application presents, in a single text, the necessary aspects of paral...
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605,79 zł |
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Neurocomputing for Design Automation
ISBN: 9780849320927 / Angielski / Twarda / 240 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Neurocomputing for Design Automation provides innovative design theories and computational models with two broad objectives: automation and optimization.
This singular book: Neurocomputing for Design Automation provides innovative design theories and computational models with two broad objectives: automation and optimizati...
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1115,21 zł |
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Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence
ISBN: 9780849322785 / Angielski / Twarda / 388 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. There are many books on neural networks, some of which cover computati onal intelligence, but none that incorporate both feature extraction a nd computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, un supervised pattern recognition scheme to the classification of various types of waveforms and images.
There are many books on neural networks, some of which cover computati onal intelligence, but none that incorporate both feature extraction a nd compu...
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752,12 zł |
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Handbook of Neural Network Signal Processing
ISBN: 9780849323591 / Angielski / Twarda / 408 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The authors cover basic principles, modeling, algorithms, architecture s, implementation procedures, and well-designed simulation examples of audio, video, speech, communication, geophysical, sonar, radar, medic al, and many other signals. The subject of neural networks and their a pplication to signal processing is constantly improving. You need a ha ndy reference that will inform you of current applications in this new area. The Handbook of Neural Network Signal Processing provides this much needed service for all engineers and scientists in the field.
The authors cover basic principles, modeling, algorithms, architecture s, implementation procedures, and well-designed simulation examples of audio, v...
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1296,75 zł |
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Information-Theoretic Aspects of Neural Networks
ISBN: 9780849331985 / Angielski / Twarda / 402 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Intended for engineers and computer scientists working in the field of artificial neural networks, this book presents insight as well as different perspectives on information-processing as it relates to real and artificial networks. It provides alternative strategies for designing and understanding complex neural networks.
Intended for engineers and computer scientists working in the field of artificial neural networks, this book presents insight as well as different per...
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907,73 zł |
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Cellular Neural Networks: Dynamics and Modelling
ISBN: 9781402011924 / Angielski / Twarda / 220 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Conventional digital computation methods have run into a se- rious speed bottleneck due to their serial nature. To overcome this problem, a new computation model, called Neural Networks, has been proposed, which is based on some aspects of neurobiology and adapted to integrated circuits. The increased availability of com- puting power has not only made many new applications possible but has also created the desire to perform cognitive tasks which are easily carried out by the human brain. It become obvious that new types of algorithms and/or circuits were necessary to cope with such tasks....
Conventional digital computation methods have run into a se- rious speed bottleneck due to their serial nature. To overcome this problem, a new comput...
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382,84 zł |
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Convergence Analysis of Recurrent Neural Networks
ISBN: 9781402076947 / Angielski / Twarda / 233 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Since the outstanding and pioneering research work of Hopfield on recurrent neural networks (RNNs) in the early 80s of the last century, neural networks have rekindled strong interests in scientists and researchers. Recent years have recorded a remarkable advance in research and development work on RNNs, both in theoretical research as weIl as actual applications. The field of RNNs is now transforming into a complete and independent subject. From theory to application, from software to hardware, new and exciting results are emerging day after day, reflecting the keen interest RNNs have...
Since the outstanding and pioneering research work of Hopfield on recurrent neural networks (RNNs) in the early 80s of the last century, neural networ...
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382,84 zł |
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Artificial Neural Networks in Finance and Manufacturing
ISBN: 9781591406709 / Angielski / Twarda / 287 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Two of the most important factors contributing to national and international economy are processing of information for accurate financial forecasting and decision making as well as processing of information for efficient control of manufacturing systems for increased productivity. The associated problems are very complex and conventional methods often fail to produce acceptable solutions. Moreover, businesses and industries always look for superior solutions to boost profitability and productivity. In recent times, artificial neural networks have demonstrated promising results in solving many...
Two of the most important factors contributing to national and international economy are processing of information for accurate financial forecasting ...
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518,79 zł |
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Artificial Neural Networks in Real-Life Applications
ISBN: 9781591409021 / Angielski / Twarda / 396 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Artificial Neural Networks in Real-Life Applications offers an outlook on the most recent works in the field of artificial neural networks (ANN). It includes theoretical developments of the ANN area and applications of these systems, using intelligent characteristics for adaptability, automatic learning, classification, prediction and even artistic creation. Artificial Neural Networks in Real-Life Applications is a summary of recent advances in the ANN area from a practical perspective. It shows studies of the applications in time series forecasting, extraction of knowledge, civil...
Artificial Neural Networks in Real-Life Applications offers an outlook on the most recent works in the field of artificial neural networks (ANN). It i...
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518,79 zł |
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Neural Networks for Conditional Probability Estimation: Forecasting Beyond Point Predictions
ISBN: 9781852330958 / Angielski / Miękka / 302 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Conventional applications of neural networks usually predict a single value as a function of given inputs. In forecasting, for example, a standard objective is to predict the future value of some entity of interest on the basis of a time series of past measurements or observations. Typical training schemes aim to minimise the sum of squared deviations between predicted and actual values (the 'targets'), by which, ideally, the network learns the conditional mean of the target given the input. If the underlying conditional distribution is Gaus sian or at least unimodal, this may be a...
Conventional applications of neural networks usually predict a single value as a function of given inputs. In forecasting, for example, a standard obj...
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191,40 zł |
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Statistical and Neural Classifiers: An Integrated Approach to Design
ISBN: 9781852332976 / Angielski / Twarda / 295 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Automatic (machine) recognition, description, classification, and groupings of patterns are important problems in a variety of engineering and scientific disciplines such as biology, psychology, medicine, marketing, computer vision, artificial intelligence, and remote sensing. Given a pattern, its recognition/classification may consist of one of the following two tasks: (1) supervised classification (also called discriminant analysis); the input pattern is assigned to one of several predefined classes, (2) unsupervised classification (also called clustering); no pattern classes are defined a...
Automatic (machine) recognition, description, classification, and groupings of patterns are important problems in a variety of engineering and scienti...
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cena:
574,29 zł |
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Pattern Classification: Neuro-Fuzzy Methods and Their Comparison
ISBN: 9781852333522 / Angielski / Twarda / 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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382,84 zł |
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Turing's Connectionism: An Investigation of Neural Network Architectures
ISBN: 9781852334758 / Angielski / Miękka / 230 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Alan Mathison Turing (1912-1954) was the first to carry out substantial re search in the field now known as Artificial Intelligence (AI). He was thinking about machine intelligence at least as early as 1941 and during the war cir culated a typewritten paper on machine intelligence among his colleagues at the Government Code and Cypher School (GC & CS), Bletchley Park. Now lost, this was undoubtedly the earliest paper in the field of AI. It probably concerned machine learning and heuristic problem-solving; both were topics that Turing discussed extensively during the war years at GC & CS, as...
Alan Mathison Turing (1912-1954) was the first to carry out substantial re search in the field now known as Artificial Intelligence (AI). He was think...
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497,71 zł |
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neural networks and computing: learning algorithms and applications
ISBN: 9781860947582 / Angielski / Twarda / 324 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications.
This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight ini...
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772,86 zł |
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Neural Networks: Methodology and Applications
ISBN: 9783540229803 / Angielski / Twarda / 516 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Neural networks represent a powerful data processing technique that has reached maturity and broad application. When clearly understood and appropriately used, they are a mandatory component in the toolbox of any engineer who wants make the best use of the available data, in order to build models, make predictions, mine data, recognize shapes or signals, etc. Ranging from theoretical foundations to real-life applications, this book is intended to provide engineers and researchers with clear methodologies for taking advantage of neural networks in industrial, financial or banking... Neural networks represent a powerful data processing technique that has reached maturity and broad application. When clearly understood and appropr... |
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574,29 zł |
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Synergetic Computers and Cognition: A Top-Down Approach to Neural Nets
ISBN: 9783540421634 / Angielski / Twarda / 245 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The first edition of this book has found great interest among scientists and en- gineers dealing with pattern recognition and among psychologists working on psychophysics or Gestalt psychology. This book also proved highly useful for graduate students of informatics. The concept of the synergetic computer offers an important alternative to the by now more traditional neural nets. I just mention a few advantages: There are no ghost states so that time-consuming methods such as simulated annealing can be avoided; the synaptic strengths are explicitly determined by the prototype patterns to be...
The first edition of this book has found great interest among scientists and en- gineers dealing with pattern recognition and among psychologists work...
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cena:
191,40 zł |
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Neural Networks: An Introduction
ISBN: 9783540602071 / Angielski / Miękka / 331 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Neural Networks presents concepts of neural-network models and techniques of parallel distributed processing in a three-step approach: - A brief overview of the neural structure of the brain and the history of neural-network modeling introduces to associative memory, preceptrons, feature-sensitive networks, learning strategies, and practical applications. - The second part covers subjects like statistical physics of spin glasses, the mean-field theory of the Hopfield model, and the "space of interactions" approach to the storage capacity of neural networks. - The final part discusses...
Neural Networks presents concepts of neural-network models and techniques of parallel distributed processing in a three-step approach: - A brie...
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cena:
191,40 zł |
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Neural Networks: A Systematic Introduction
ISBN: 9783540605058 / Angielski / Miękka / 502 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Neural networks are a computing paradigm that is finding increasing attention among computer scientists. In this book, theoretical laws and models previously scattered in the literature are brought together into a general theory of artificial neural nets. Always with a view to biology and starting with the simplest nets, it is shown how the properties of models change when more general computing elements and net topologies are introduced. Each chapter contains examples, numerous illustrations, and a bibliography. The book is aimed at readers who seek an overview of the field or who wish to...
Neural networks are a computing paradigm that is finding increasing attention among computer scientists. In this book, theoretical laws and models pre...
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344,56 zł |
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Advances in Neural Networks - ISNN 2007: 4th International Symposium on Neutral Networks, ISNN 2007 Nanjing, China, June 3-7, 2007: Proceedings, Part
ISBN: 9783540723820 / Angielski / Miękka / 1365 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book is part of a three volume set that constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007, held in Nanjing, China in June 2007. Coverage includes neural networks for control applications, robotics, data mining and feature extraction, chaos and synchronization, support vector machines, fault diagnosis/detection, image/video processing, and applications of neural networks. This book is part of a three volume set that constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007,... |
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574,29 zł |
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Advances in Neural Networks - ISNN 2007: 4th International Symposium on Neutral Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part
ISBN: 9783540723929 / Angielski / Miękka / 1321 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book is part of a three volume set that constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007, held in Nanjing, China in June 2007. Coverage includes neural networks for control applications, robotics, data mining and feature extraction, chaos and synchronization, support vector machines, fault diagnosis/detection, image/video processing, and applications of neural networks. This book is part of a three volume set that constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007,... |
cena:
574,29 zł |
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