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Redes Neurais

Redes Neurais

Author: Simon Haykin
Publisher: Bookman Editora
ISBN: 8577800865
Pages: 898
Year: 2007
As redes neurais artificiais têm raízes em disciplinas como neurociência, matemática, estatística, física, ciência da computação e engenharia. Suas aplicações podem ser encontradas em campos tão diversos quanto modelagem, análise de séries temporais, reconhecimento de padrões, processamento de sinais e controle. Este livro fornece as bases para o entendimento das redes neurais, reconhecendo a natureza multidisciplinar do tema.
Building Neural Networks

Building Neural Networks

Author: David M. Skapura
Publisher: Addison-Wesley Professional
ISBN: 0201539217
Pages: 286
Year: 1996
This practical introduction describes the kinds of real-world problems neural network technology can solve. Surveying a range of neural network applications, the book demonstrates the construction and operation of artificial neural systems. Through numerous examples, the author explains the process of building neural-network applications that utilize recent connectionist developments, and conveys an understanding both of the potential, and the limitations of different network models. Examples are described in enough detail for you to assimilate the information and then use the accumulated experience of others to create your own applications. These examples are deliberately restricted to those that can be easily understood, and recreated, by any reader, even the novice practitioner. In some cases the author describes alternative approaches to the same application, to allow you to compare and contrast their advantages and disadvantages. Organized by application areas, rather than by specific network architectures or learning algorithms, Builiding Neural Networks shows why certain networks are more suitable than others for solving specific kinds of problems. Skapura also reviews principles of neural information processing and furnishes an operations summary of the most popular neural-network processing models. Finally, the book provides information on the practical aspects of application design, and contains six topic-oriented chapters on specific applications of neural-network systems. These applications include networks that perform: Pattern matching, storage, and recall Business and financial systems Data extraction from images Mechanical process control systems New neural networks that combine pattern matching with fuzzy logic The book includes application-oriented excercises that further help you see how a neural network solves a problem, and that reinforce your understanding of modeling techniques. 0201539217B04062001
Communication Systems

Communication Systems

Author: Simon S. Haykin, Michael Moher
Publisher: John Wiley & Sons
ISBN: 0470169966
Pages: 422
Year: 2010
This best–selling, easy to read book offers the most complete discussion on the theories and principles behind today′s most advanced communications systems. Throughout, Haykin emphasizes the statistical underpinnings of communication theory in a complete and detailed manner. Readers are guided though topics ranging from pulse modulation and passband digital transmission to random processes and error–control coding. The fifth edition has also been revised to include an extensive treatment of digital communications.
Data Mining IX

Data Mining IX

Author: A. Zanasi
Publisher: WIT Press
ISBN: 1845641108
Pages: 298
Year: 2008
Bringing together papers presented at the ninth International Conference on Data Mining, this book addresses the developments in this important field. Featured topics include: data preparation, clustering technologies, customer relationship management, text mining, web mining, and categorisation methods.
Neural Information Processing

Neural Information Processing

Author: Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil
Publisher: Springer
ISBN: 3642420427
Pages: 776
Year: 2013-10-29
The three volume set LNCS 8226, LNCS 8227 and LNCS 8228 constitutes the proceedings of the 20th International Conference on Neural Information Processing, ICONIP 2013, held in Daegu, Korea, in November 2013. The 180 full and 75 poster papers presented together with 4 extended abstracts were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The specific topics covered are as follows: cognitive science and artificial intelligence; learning theory, algorithms and architectures; computational neuroscience and brain imaging; vision, speech and signal processing; control, robotics and hardware technologies and novel approaches and applications.
Advances in Production Management Systems. Initiatives for a Sustainable World

Advances in Production Management Systems. Initiatives for a Sustainable World

Author: Irenilza Nääs, Oduvaldo Vendrametto, João Mendes Reis, Rodrigo Franco Gonçalves, Márcia Terra Silva, Gregor von Cieminski, Dimitris Kiritsis
Publisher: Springer
ISBN: 3319511335
Pages: 962
Year: 2017-03-15
This book constitutes the refereed post-conference proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2016, held in Iguassu Falls, Brazil, in September 2016. The 117 revised full papers were carefully reviewed and selected from 164 submissions. They are organized in the following topical sections: computational intelligence in production management; intelligent manufacturing systems; knowledge-based PLM; modelling of business and operational processes; virtual, digital and smart factory; flexible, sustainable supply chains; large-scale supply chains; sustainable manufacturing; quality in production management; collaborative systems; innovation and collaborative networks; agrifood supply chains; production economics; lean manufacturing; cyber-physical technology deployments in smart manufacturing systems; smart manufacturing system characterization; knowledge management in production systems; service-oriented architecture for smart manufacturing systems; advances in cleaner production; sustainable production management; and operations management in engineer-to-order manufacturing.
Gravity, Geoid and Space Missions

Gravity, Geoid and Space Missions

Author: Christopher Jekeli, Luisa M.C. Bastos, Joana Fernandes (Prof.)
Publisher: Springer Science & Business Media
ISBN: 3540269304
Pages: 368
Year: 2005-07-04
This volume represents the proceedings of the International Symposium on Gravity, Geoid, and Space Missions (GGSM2004), held in Porto, Portugal, 30 August - 3 September 2004. The symposium encompassed the themes of Commission 2 (Gravity Field) of IAG, as well as interdisciplinary topics related to geoid and gravity field, including integration of heterogeneous data and contributions from satellite and airborne techniques. Special focus was on gravity-dedicated satellite missions like CHAMP, GRACE, and GOCE. Projects addressing topographic and ice field mapping using SAR, LIDAR, and laser altimetry, as well as missions and studies related to planetary geodesy were also covered.
Uma Introdução às Redes Neurais Artificiais para Estudos em Ecologia

Uma Introdução às Redes Neurais Artificiais para Estudos em Ecologia

Author:
Publisher: Bruno Luiz de Assis Pio
ISBN: 8591020804
Pages:
Year:

Introduction to Neural Networks with Java

Introduction to Neural Networks with Java

Author: Jeff Heaton
Publisher: Heaton Research, Inc.
ISBN: 1604390085
Pages: 440
Year: 2008
Introduction to Neural Networks in Java, Second Edition, introduces the Java programmer to the world of Neural Networks and Artificial Intelligence. Neural network architectures such as the feedforward, Hopfield, and Self Organizing Map networks are discussed. Training techniques such as Backpropagation, Genetic Algorithms and Simulated Annealing are also introduced. Practical examples are given for each neural network. Examples include the Traveling Salesman problem, handwriting recognition, financial prediction, game strategy, learning mathematical functions and special application to Internet bots. All Java source code can be downloaded online.
Computational Principles of Mobile Robotics

Computational Principles of Mobile Robotics

Author: Gregory Dudek, Michael Jenkin
Publisher: Cambridge University Press
ISBN: 113985559X
Pages:
Year: 2010-07-26
This textbook for advanced undergraduates and graduate students emphasizes algorithms for a range of strategies for locomotion, sensing, and reasoning. It concentrates on wheeled and legged mobile robots but discusses a variety of other propulsion systems. This edition includes advances in robotics and intelligent machines over the ten years prior to publication, including significant coverage of SLAM (simultaneous localization and mapping) and multi-robot systems. It includes additional mathematical background and an extensive list of sample problems. Various mathematical techniques that were assumed in the first edition are now briefly introduced in appendices at the end of the text to make the book more self-contained. Researchers as well as students in the field of mobile robotics will appreciate this comprehensive treatment of state-of-the-art methods and key technologies.
Neural Networks

Neural Networks

Author: James A. Freeman
Publisher: Addison Wesley Publishing Company
ISBN:
Pages: 401
Year: 1991-01
Computing Methodologies -- Artificial Intelligence.
Redes neurais artificiais

Redes neurais artificiais

Author: Antônio de Pádua Braga
Publisher:
ISBN: 8521615647
Pages: 226
Year: 2007
'Redes neurais artificiais - Teoria e Aplicações' apresenta os seguintes tópicos - métodos de aprendizado, perceptron de uma única camada e redes lineares dos tipos Adaline e Madaline, perceptron de múltiplas camadas, modelos de memórias matriciais, redes auto-organizáveis, redes neurais sem pesos, sistemas neurais híbridos, redes RBF, redes construtivas construtivas e processamento temporal. O capítulo final é dedicado a aplicações práticas de redes neurais.
Neurocomputing

Neurocomputing

Author: Robert Hecht-Nielsen
Publisher: Addison-Wesley
ISBN: 0201093553
Pages: 433
Year: 1990-01
The areas covered here are those which are commonly managed by the generalist. The four contributions discuss: the autopsy in fatal non- missile head injuries; viral encephalitis and its pathology; a general approach to neuropathological problems; and dementia in middle and late life. Gives an overview of the network theory, including background review, basic concepts, associative networks, mapping networks, spatiotemporal networks, and adaptive resonance networks. Explores the principles of fuzzy logic. Annotation copyrighted by Book News, Inc., Portland, OR
Image Processing

Image Processing

Author: Jaakko Astola, Karen Egiazarian, Edward R. Dougherty
Publisher: Society of Photo Optical
ISBN: 0819466107
Pages: 362
Year: 2007

Service operation

Service operation

Author:
Publisher: The Stationery Office
ISBN: 0113310463
Pages: 263
Year: 2007-05-30
Management, Computers, Computer networks, Information exchange, Data processing, IT and Information Management: IT Service Management