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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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651,92 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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57,65 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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49,77 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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88,20 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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988,68 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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605,23 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:
605,23 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:
605,23 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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403,47 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:
403,47 zł |
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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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568,51 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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cena:
1070,92 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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730,17 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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cena:
1265,63 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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876,20 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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cena:
403,47 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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cena:
403,47 zł |
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Holographic Reduced Representation, 150: Distributed Representation for Cognitive Structures
ISBN: 9781575864303 / Angielski / Miękka / 250 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. While neuroscientists garner success in identifying brain regions and in analyzing individual neurons, ground is still being broken at the intermediate scale of understanding how neurons combine to encode information. This book proposes a method of representing information in a computer that would be suited for modeling the brain's methods of processing information. Holographic Reduced Representations (HRRs) are introduced here to model how the brain distributes each piece of information among thousands of neurons. It had been previously thought that the grammatical structure of a...
While neuroscientists garner success in identifying brain regions and in analyzing individual neurons, ground is still being broken at the intermediat...
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cena:
107,09 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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cena:
456,04 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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cena:
456,04 zł |
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