Handbook of Neural Computation

Written By Pijush Samui
Handbook of Neural Computation
  • Publsiher : Academic Press
  • Release : 28 July 2017
  • ISBN : 9780128113189
  • Pages : 600 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Handbook of Neural Computation written by Pijush Samui which was release on 28 July 2017, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Handbook of Neural Computation explores neural computation applications, ranging from conventional fields of mechanical and civil engineering to electronics, electrical engineering, and computer science. This book covers the numerous applications of artificial and deep neural networks and their uses in learning machines, including image and speech recognition, natural language processing, and risk analysis. Edited by renowned authorities in this field, this work is comprised of articles from reputable industry and academic scholars and experts from around the world. Each contributor presents a specific research issue with its recent and future trends. As the demand rises in the engineering and medical industries for neural networks and other machine learning methods to solve different types of operations such as data prediction, classification of images, analysis of big data, and intelligent decision making, Handbook of Neural Computation provides readers with the latest, cutting-edge research in one comprehensive text. Features high-quality research articles on multivariate adaptive regression splines, the minimax probability machine, Bayesian networks, Gaussian process regression, as well as support, relevance, and least square support vector machines Discusses machine learning techniques including classification, clustering, regression, web mining, information retrieval, and natural language processing Covers supervised, unsupervised, reinforced, ensemble, and nature-inspired learning methods

Handbook of Neural Computation

Handbook of Neural Computation
  • Author : Pijush Samui,Sanjiban Sekhar Roy,Valentina E. Balas
  • Publisher : Academic Press
  • Release Date : 2017-07-28
  • Total pages : 600
  • ISBN : 9780128113189
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Summary : Handbook of Neural Computation explores neural computation applications, ranging from conventional fields of mechanical and civil engineering to electronics, electrical engineering, and computer science. This book covers the numerous applications of artificial and deep neural networks and their uses in learning machines, including image and speech recognition, natural language processing, ...

Handbook of Neural Computation

Handbook of Neural Computation
  • Author : Emile Fiesler,Russell Beale
  • Publisher : CRC Press
  • Release Date : 2020-01-15
  • Total pages : 436
  • ISBN : 9780128113189
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Summary : The Handbook of Neural Computation is a practical, hands-on guide to the design and implementation of neural networks used by scientists and engineers to tackle difficult and/or time-consuming problems. The handbook bridges an information pathway between scientists and engineers in different disciplines who apply neural networks to similar probl...

Handbook of Neural Computation

Handbook of Neural Computation
  • Author : Pijush Samui,Sanjiban Sekhar Roy,Valentina E. Balas
  • Publisher : Academic Press
  • Release Date : 2017-07-18
  • Total pages : 658
  • ISBN : 9780128113189
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Summary : Handbook of Neural Computation explores neural computation applications, ranging from conventional fields of mechanical and civil engineering, to electronics, electrical engineering and computer science. This book covers the numerous applications of artificial and deep neural networks and their uses in learning machines, including image and speech recognition, natural language processing ...

Handbook of Neural Computing Applications

Handbook of Neural Computing Applications
  • Author : Alianna J. Maren,Craig T. Harston,Robert M. Pap
  • Publisher : Academic Press
  • Release Date : 2014-05-10
  • Total pages : 470
  • ISBN : 9780128113189
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Summary : Handbook of Neural Computing Applications is a collection of articles that deals with neural networks. Some papers review the biology of neural networks, their type and function (structure, dynamics, and learning) and compare a back-propagating perceptron with a Boltzmann machine, or a Hopfield network with a Brain-State-in-a-Box network. Other papers ...

Handbook of Neural Computation

Handbook of Neural Computation
  • Author : Emile Fiesler,Russell Beale
  • Publisher : CRC Press
  • Release Date : 1997-01-01
  • Total pages : 122
  • ISBN : 9780128113189
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Summary : In recent years, neural computation has developed from a specialized research discipline into a broadly based and dynamic activity with applications in an astonishing variety of fields. Many scientists, engineers and other practitioners are now using neural networks to tackle problems that are either intractable or unrealistically time consuming to ...

Handbook of Neural Computation Supplement 1 Main Work

Handbook of Neural Computation Supplement 1   Main Work
  • Author : Beale Fiesler
  • Publisher : Unknown
  • Release Date : 2022-08-10
  • Total pages : 212
  • ISBN : 9780128113189
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Summary : Download or read online Handbook of Neural Computation Supplement 1 Main Work written by Beale Fiesler, published by which was released on . Get Handbook of Neural Computation Supplement 1 Main Work Books now! Available in PDF, ePub and Kindle....

Handbook on Neural Information Processing

Handbook on Neural Information Processing
  • Author : Monica Bianchini,Marco Maggini,Lakhmi C. Jain
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-04-12
  • Total pages : 538
  • ISBN : 9780128113189
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Summary : This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contributions include: Deep architectures Recurrent, recursive, and graph neural networks Cellular neural networks Bayesian networks Approximation capabilities of neural networks Semi-supervised learning Statistical relational learning Kernel methods for structured ...

Handbook of Neural Network Signal Processing

Handbook of Neural Network Signal Processing
  • Author : Yu Hen Hu,Jenq-Neng Hwang
  • Publisher : CRC Press
  • Release Date : 2018-10-03
  • Total pages : 408
  • ISBN : 9780128113189
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Summary : The use of neural networks is permeating every area of signal processing. They can provide powerful means for solving many problems, especially in nonlinear, real-time, adaptive, and blind signal processing. The Handbook of Neural Network Signal Processing brings together applications that were previously scattered among various publications to provide an ...

The Handbook of Brain Theory and Neural Networks

The Handbook of Brain Theory and Neural Networks
  • Author : Michael A. Arbib,Fletcher Jones Professor of Computer Science and Professor of Biological Sciences Biomedical Engineering Neuroscience and Psychology Michael A Arbib,Prudence H. Arbib
  • Publisher : MIT Press
  • Release Date : 2003
  • Total pages : 1290
  • ISBN : 9780128113189
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Summary : This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions : how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network ...

Computer Modelling of Social Processes

Computer Modelling of Social Processes
  • Author : Wim B. G. Liebrand Andrzej Nowak Rainer Hegselmann
  • Publisher : SAGE
  • Release Date : 1998-06-08
  • Total pages : 208
  • ISBN : 9780128113189
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Summary : This book introduces and the new computer-based research methods for studying and modeling complex social phenomena. It is the first coherent collection that surveys the impact that computer-based methods have had on the social and behavioural sciences and illustrates the potential for future research. The methods are presented in an ...

Neural Networks and Soft Computing

Neural Networks and Soft Computing
  • Author : Leszek Rutkowski
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-20
  • Total pages : 914
  • ISBN : 9780128113189
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Summary : This volume presents new trends and developments in soft computing techniques. Topics include: neural networks, fuzzy systems, evolutionary computation, knowledge discovery, rough sets, and hybrid methods. It also covers various applications of soft computing techniques in economics, mechanics, medicine, automatics and image processing. The book contains contributions from internationally recognized ...

Handbook of Neural Computation

Handbook of Neural Computation
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 9780128113189
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Summary : Download or read online Handbook of Neural Computation written by , published by which was released on 1997. Get Handbook of Neural Computation Books now! Available in PDF, ePub and Kindle....

Handbook of Neural Network Signal Processing

Handbook of Neural Network Signal Processing
  • Author : Yu Hen Hu,Jenq-Neng Hwang
  • Publisher : CRC Press
  • Release Date : 2018-10-03
  • Total pages : 408
  • ISBN : 9780128113189
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Summary : The use of neural networks is permeating every area of signal processing. They can provide powerful means for solving many problems, especially in nonlinear, real-time, adaptive, and blind signal processing. The Handbook of Neural Network Signal Processing brings together applications that were previously scattered among various publications to provide an ...

Advances in Neural Computation Machine Learning and Cognitive Research II

Advances in Neural Computation  Machine Learning  and Cognitive Research II
  • Author : Boris Kryzhanovsky,Witali Dunin-Barkowski,Vladimir Redko,Yury Tiumentsev
  • Publisher : Springer
  • Release Date : 2018-10-06
  • Total pages : 344
  • ISBN : 9780128113189
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Summary : This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well ...

Neural Networks for Instrumentation Measurement and Related Industrial Applications

Neural Networks for Instrumentation  Measurement  and Related Industrial Applications
  • Author : Anonim
  • Publisher : IOS Press
  • Release Date : 2003
  • Total pages : 329
  • ISBN : 9780128113189
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Summary : Download or read online Neural Networks for Instrumentation Measurement and Related Industrial Applications written by , published by IOS Press which was released on 2003. Get Neural Networks for Instrumentation Measurement and Related Industrial Applications Books now! Available in PDF, ePub and Kindle....