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Convergence Analysis of Recurrent Neural Networks, Zhang Yi


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Цена: 13974.00р.
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Автор: Zhang Yi
Название:  Convergence Analysis of Recurrent Neural Networks
ISBN: 9781475738216
Издательство: Springer
Классификация:


ISBN-10: 1475738218
Обложка/Формат: Paperback
Страницы: 233
Вес: 0.36 кг.
Дата издания: 14.09.2013
Серия: Network Theory and Applications
Язык: English
Размер: 234 x 156 x 14
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.


Analysis and Design of Advanced Multiservice Networks Supporting Mobility, Multimedia, and Internetworking

Автор: Jose Brazio; Phuoc Tran-Gia; Nail Akar; Andrzej Be
Название: Analysis and Design of Advanced Multiservice Networks Supporting Mobility, Multimedia, and Internetworking
ISBN: 144193927X ISBN-13(EAN): 9781441939272
Издательство: Springer
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Цена: 23757.00 р.
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Описание: Preface. Introduction. 1. IP-Based Networks. 1.1 Introduction. 1.2 Service Models for QoS IP Networks. 1.3 Admission Control in IP Networks. 1.4 Network Admission Control and Resilience. 1.5 Capacity Dimensioning. 1.6 TCP and Packet Level Performance. 1.7 Scheduling Mechanisms. 1.8 Routing Optimization and Load Balancing. 1.9 Multicast Communication. 1.10 Graph Models for Interconnection Networks. 2. Queueing Models. 2.1 Introduction. 2.2 Discrete-Time Queueing Models. 2.3 Fluid Flow Models. 2.4 Gaussian Storages. 2.5 Processor Sharing Models. 2.6 Multilevel Processor Sharing Models. 2.7 Other Continuous-Time Queueing Models. 2.8 Queueing Networks. 2.9 Models for Optical Buffers and Networks. 3. Traffic Measurement, Characterization, and Modeling. 3.1 Introduction. 3.2 Traffic Measurement Techniques. 3.3 Traffic Characterization. 3.4 Traffic Modeling. 3.5 Interpretation and Application. 4. Wireless Networking. 4.1 Introduction. 4.2 GSM Networks. 4.3 UMTS Networks. 4.4 Wireless LANs. 4.5 Satellite Communication. 4.6 Bluetooth Technology. 4.7 Mobility Issues. 4.8 Data Transmission over Wireless Links. 5. Optical Networks. 5.1 Introduction. 5.2 Optical Circuit Switching. 5.3 Optical Burst/ Packet Switching. 6. Peer-to-Peer Services. 6.1 Introduction. 6.2 The P2P Concept. 6.3 P2P Traffic Characterization. 6.4 Performance of P2P Mechanisms. List of Abbreviations. Bibliography.

Analysis and Control of Boolean Networks

Автор: Daizhan Cheng; Hongsheng Qi; Zhiqiang Li
Название: Analysis and Control of Boolean Networks
ISBN: 1447126114 ISBN-13(EAN): 9781447126119
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents a new approach to the investigation of Boolean control networks, using the semi-tensor product (STP), which can express a logical function as a conventional discrete-time linear system. This makes it possible to analyze basic control problems.

Adaptive Control with Recurrent High-order Neural Networks

Автор: George A. Rovithakis; Manolis A. Christodoulou
Название: Adaptive Control with Recurrent High-order Neural Networks
ISBN: 1447112016 ISBN-13(EAN): 9781447112013
Издательство: Springer
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Цена: 18167.00 р.
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Описание: The series Advances in Industrial Control aims to report and encourage technology transfer in control engineering. New theory, new controllers, actuators, sensors, new industrial processes, computer methods, new applications, new philosophies ...

Intentional Risk Management through Complex Networks Analysis

Автор: Victor Chapela; Regino Criado; Santiago Moral; Mig
Название: Intentional Risk Management through Complex Networks Analysis
ISBN: 3319264214 ISBN-13(EAN): 9783319264219
Издательство: Springer
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Цена: 6986.00 р.
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Описание: ГЇВїВЅ ГЇВїВЅ This book combines game theory and complex networks to examine intentional technological risk through modeling. This model manages the risk of succumbing to a digital attack and assesses an attack from the following three variables: income obtained, expense needed to carry out an attack, and the potential consequences for an attack.

Performance Analysis and Optimization of Multi-Traffic on Communication Networks

Автор: Leonid Ponomarenko; Che Soong Kim; Agassi Melikov
Название: Performance Analysis and Optimization of Multi-Traffic on Communication Networks
ISBN: 364242340X ISBN-13(EAN): 9783642423406
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Communication has became one of the most dynamical branches of an infrastructure of a modern society. This book contains a unique approach to define the effectiveness of various access strategies depending on real load of different type of calls.

Analysis and Design of Advanced Multiservice Networks Supporting Mobility, Multimedia, and Internetworking

Автор: Jose Brazio; Phuoc Tran-Gia; Nail Akar; Andrzej Be
Название: Analysis and Design of Advanced Multiservice Networks Supporting Mobility, Multimedia, and Internetworking
ISBN: 038728172X ISBN-13(EAN): 9780387281728
Издательство: Springer
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Цена: 23757.00 р.
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Описание: The trend towards the interoperability of traditionally separate networks, such as terrestrial, wireless/cellular, and satellite, for the support of multimedia applications poses challenging problems to network design. This book reports on the work developed during the four years of operation of the COST 279 Action.

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Автор: Uffe B. Kj?rulff; Anders L. Madsen
Название: Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
ISBN: 1441925465 ISBN-13(EAN): 9781441925466
Издательство: Springer
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Цена: 10754.00 р.
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Описание: This book provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. The theory and methods presented are illustrated through more than 140 examples.

Modeling and Analysis of Computer Communications Networks

Автор: Jeremiah F. Hayes
Название: Modeling and Analysis of Computer Communications Networks
ISBN: 1468448439 ISBN-13(EAN): 9781468448436
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The characteristics of this data traffic and the associated perfor- mance requirements are quite different from those of voice traffic. The subject of this book is the mathematical modeling and analysis of computer communications networks, that is to say, the multiplexing and switching techniques that have been developed for data traffic.

Capacity Analysis of Vehicular Communication Networks

Автор: Ning Lu; Xuemin (Sherman) Shen
Название: Capacity Analysis of Vehicular Communication Networks
ISBN: 1461483964 ISBN-13(EAN): 9781461483960
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This SpringerBrief focuses on the network capacity analysis of VANETs, a key topic as fundamental guidance on design and deployment of VANETs is very limited. This SpringerBrief first introduces capacity scaling laws for wireless networks and briefly reviews the prior arts in deriving the capacity of VANETs.

Vlsi for neural networks and artificial intelligence

Название: Vlsi for neural networks and artificial intelligence
ISBN: 1489913335 ISBN-13(EAN): 9781489913333
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Neural network and artificial intelligence algorithrns and computing have increased not only in complexity but also in the number of applications. the areas are: analog circuits for neural networks, digital implementations of neural networks, neural networks on multiprocessor systems and applications, and VLSI machines for artificial intelligence.

A Theory of Learning and Generalization: With Applications to Neural Networks and Control Systems

Название: A Theory of Learning and Generalization: With Applications to Neural Networks and Control Systems
ISBN: 1849968675 ISBN-13(EAN): 9781849968676
Издательство: Springer
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Цена: 23508.00 р.
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Описание: How does a machine learn a new concept on the basis of examples? This second edition takes account of important new developments in the field. It also deals extensively with the theory of learning control systems, now comparably mature to learning of neural networks.


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