Handbook of Neural Computation

Written By Pijush Samui
Handbook of Neural Computation
  • Publsiher : Academic Press
  • Release : 18 July 2017
  • ISBN : 0128113197
  • Pages : 658 pages
  • Rating : 4.5/5 from 3 reviews
GET THIS BOOKHandbook of Neural Computation


Download or read book entitled Handbook of Neural Computation by author: Pijush Samui which was release on 18 July 2017 and published by Academic Press with total page 658 pages . This book available in PDF, EPUB and Kindle Format. 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, this book 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, and more 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 : 2017-07-18
  • Total pages : 658
  • ISBN : 0128113197
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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 : 1997-01-01
  • Total pages : 80
  • ISBN : 0128113197
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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

Handbook of Neural Computation
  • Author : E Fiesler,R Beale
  • Publisher : CRC Press
  • Release Date : 1996-01-01
  • Total pages : 436
  • ISBN : 0128113197
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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 problems. ...

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 : 0128113197
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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 ...

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 : 0128113197
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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 ...

Handbook of Neural Engineering

Handbook of Neural Engineering
  • Author : Metin Akay
  • Publisher : John Wiley & Sons
  • Release Date : 2007-01-09
  • Total pages : 800
  • ISBN : 0128113197
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Summary : An important new work establishing a foundation for future developments in neural engineering The Handbook of Neural Engineering provides theoretical foundations in computational neural science and engineering and current applications in wearable and implantable neural sensors/probes. Inside, leading experts from diverse disciplinary groups representing academia, industry, and private and ...

Handbook of Neural Networks for Speech Processing

Handbook of Neural Networks for Speech Processing
  • Author : Shigeru Katagiri
  • Publisher : Artech House Publishers
  • Release Date : 2000
  • Total pages : 522
  • ISBN : 0128113197
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Summary : Here are the comprehensive details on cutting edge technologies employing neural networks for speech recognition and speech processing in modern communications. Going far beyond the simple speech recognition technologies on the market today, this new book, written by and for speech and signal processing engineers in industry, R&D, and ...

Graphical Models

Graphical Models
  • Author : Michael Irwin Jordan,Terrence Joseph Sejnowski,Howard Hughes Medical Institute Computational Neurobiology Laboratory Terrence J Sejnowski,Tomaso A. Poggio
  • Publisher : MIT Press
  • Release Date : 2001
  • Total pages : 421
  • ISBN : 0128113197
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Summary : This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithm and architectures. The selections range from foundational papers of historical importance to results at the cutting edge of research. Graphical models use graphs to represent and manipulate joint probability distributions. They ...

Industrial Applications of Neural Networks

Industrial Applications of Neural Networks
  • Author : Ian F. Croall,John P. Mason
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 297
  • ISBN : 0128113197
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Summary : Neural network technology encompasses a class of methods which attempt to mimic the basic structures used in the brain for information processing. Thetechnology is aimed at problems such as pattern recognition which are difficult for traditional computational methods. Neural networks have potential applications in many industrial areas such as advanced ...

Handbook of Deep Learning Applications

Handbook of Deep Learning Applications
  • Author : Valentina Emilia Balas,Sanjiban Sekhar Roy,Dharmendra Sharma,Pijush Samui
  • Publisher : Springer
  • Release Date : 2019-02-25
  • Total pages : 383
  • ISBN : 0128113197
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Summary : This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain–computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning ...

Handbook On Computational Intelligence In 2 Volumes

Handbook On Computational Intelligence  In 2 Volumes
  • Author : Angelov Plamen Parvanov
  • Publisher : World Scientific
  • Release Date : 2016-03-18
  • Total pages : 964
  • ISBN : 0128113197
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Summary : With the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as thinking machines, have been brought forth to process complex human problems in a wide scope of areas — from social sciences, economics and biology, ...

Springer Handbook of Computational Intelligence

Springer Handbook of Computational Intelligence
  • Author : Janusz Kacprzyk,Witold Pedrycz
  • Publisher : Springer
  • Release Date : 2015-05-28
  • Total pages : 1634
  • ISBN : 0128113197
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Summary : The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar with a broad spectrum of approaches to solve various problems in science and technology. Possible approaches ...

Fuzzy Logic and Neural Network Handbook

Fuzzy Logic and Neural Network Handbook
  • Author : Chi-hau Chen
  • Publisher : McGraw-Hill Companies
  • Release Date : 1996
  • Total pages : 700
  • ISBN : 0128113197
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Summary : A practical reference that presents concise and comprehensive reports on the major activities in fuzzy logic and neural networks, with emphasis on the applications and systems of interest to computer engineers. Each of the 31 chapters focuses on the most important activity of a specific topic, and the chapters are organized ...

Computational Intelligence In Manufacturing Handbook

Computational Intelligence In Manufacturing Handbook
  • Author : Jun Wang,Andrew Kusiak
  • Publisher : CRC Press
  • Release Date : 2000-12-27
  • Total pages : 576
  • ISBN : 0128113197
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Summary : Despite the large volume of publications devoted to neural networks, fuzzy logic, and evolutionary programming, few address the applications of computational intelligence in design and manufacturing. Computational Intelligence in Manufacturing Handbook fills this void as it covers the most recent advances in this area and state-of-the-art applications. This comprehensive handbook ...

Handbook of Neural Activity Measurement

Handbook of Neural Activity Measurement
  • Author : Romain Brette,Alain Destexhe
  • Publisher : Cambridge University Press
  • Release Date : 2012-09-06
  • Total pages : 479
  • ISBN : 0128113197
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Summary : Underlying principles of the various techniques are explained, enabling neuroscientists to extract meaningful information from their measurements....