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Mathematical Methods for Neural Network Analysis and Design

Mathematical Methods for Neural Network Analysis and Design PDF Author: Richard M. Golden
Publisher: MIT Press
ISBN: 9780262071741
Category : Computers
Languages : en
Pages : 452

Book Description
For convenience, many of the proofs of the key theorems have been rewritten so that the entire book uses a relatively uniform notion.

Mathematical Methods for Neural Network Analysis and Design

Mathematical Methods for Neural Network Analysis and Design PDF Author: Richard M. Golden
Publisher: MIT Press
ISBN: 9780262071741
Category : Computers
Languages : en
Pages : 452

Book Description
For convenience, many of the proofs of the key theorems have been rewritten so that the entire book uses a relatively uniform notion.

Neural Network Design

Neural Network Design PDF Author: Martin T. Hagan
Publisher:
ISBN: 9789812403766
Category : Neural networks (Computer science)
Languages : en
Pages :

Book Description


Machine Vision

Machine Vision PDF Author: Wesley E. Snyder
Publisher: Cambridge University Press
ISBN: 1139489925
Category : Computers
Languages : en
Pages : 452

Book Description
This 2004 book is an accessible and comprehensive introduction to machine vision. It provides all the necessary theoretical tools and shows how they are applied in actual image processing and machine vision systems. A key feature is the inclusion of many programming exercises that give insights into the development of practical image processing algorithms. The authors begin with a review of mathematical principles and go on to discuss key issues in image processing such as the description and characterization of images, edge detection, restoration and feature extraction, segmentation, texture and shape. They also discuss image matching, statistical pattern recognition, clustering, and syntactic pattern recognition. Important applications are described, including optical character recognition and automatic target recognition. Software and data used in the book can be found at www.cambridge.org/9780521830461. A useful reference for practitioners, the book is aimed at graduate students in electrical engineering, computer science and mathematics.

Proceedings of the Estonian Academy of Sciences, Engineering

Proceedings of the Estonian Academy of Sciences, Engineering PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 64

Book Description


Handbook of Natural Language Processing

Handbook of Natural Language Processing PDF Author: Robert Dale
Publisher: CRC Press
ISBN: 9780824790004
Category : Business & Economics
Languages : en
Pages : 974

Book Description
This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural networks. It emphasizes the practical tools to accommodate the selected system.

Self-Learning and Adaptive Algorithms for Business Applications

Self-Learning and Adaptive Algorithms for Business Applications PDF Author: Zhengbing Hu
Publisher: Emerald Group Publishing
ISBN: 1838671730
Category : Business & Economics
Languages : en
Pages : 94

Book Description
In this guide designed for researchers and students of computer science, readers will find a resource for how to apply methods that work on real-life problems to their challenging applications, and a go-to work that makes fuzzy clustering issues and aspects clear.

Information Theory And Evolution (Third Edition)

Information Theory And Evolution (Third Edition) PDF Author: John Scales Avery
Publisher: World Scientific
ISBN: 9811250383
Category : Science
Languages : en
Pages : 329

Book Description
This highly interdisciplinary book discusses the phenomenon of life, including its origin and evolution, against the background of thermodynamics, statistical mechanics, and information theory. Among the central themes is the seeming contradiction between the second law of thermodynamics and the high degree of order and complexity produced by living systems. As the author shows, this paradox has its resolution in the information content of the Gibbs free energy that enters the biosphere from outside sources. Another focus of the book is the role of information in human cultural evolution, which is also discussed with the origin of human linguistic abilities. One of the final chapters addresses the merging of information technology and biotechnology into a new discipline — bioinformation technology.This third edition has been updated to reflect the latest scientific and technological advances. Professor Avery makes use of the perspectives of famous scholars such as Professor Noam Chomsky and Nobel Laureates John O'Keefe, May-Britt Moser and Edward Moser to cast light on the evolution of human languages. The mechanism of cell differentiation, and the rapid acceleration of information technology in the 21st century are also discussed.With various research disciplines becoming increasingly interrelated today, Information Theory and Evolution provides nuance to the conversation between bioinformatics, information technology, and pertinent social-political issues. This book is a welcome voice in working on the future challenges that humanity will face as a result of scientific and technological progress.

Applied Mathematics and Omics to Assess Crop Genetic Resources for Climate Change Adaptive Traits

Applied Mathematics and Omics to Assess Crop Genetic Resources for Climate Change Adaptive Traits PDF Author: Abdallah Bari
Publisher: CRC Press
ISBN: 1315359995
Category : Technology & Engineering
Languages : en
Pages : 324

Book Description
Applied Mathematics and Omics to Assess Crop Genetic Resources for Climate Change Adaptive Traits focuses on practical means and approaches to further the use of genetic resources for mitigating the effects of climate change and improving crop production. Genetic diversity in crop plants is being further explored to increase yield, disease resistance, and nutritional value by employing recent advances in mathematics and omics technologies to promote the adaptation of crops to changing climatic conditions. This book presents a broad view of biodiversity and genetic resources in agriculture and provides answers to some current problems. It also highlights ways to provide much-needed information to practitioners and innovators engaged in addressing the effects of global climate change on agriculture. The book is divided into sections that cover: The implications of climate change for drylands and farming communities The potential of genetic resources and biodiversity to adapt to and mitigate climate change effects Applications of mathematics and omics technologies Genomics and gene identification We are in the midst of significant changes in global climates, and its effects are already being felt throughout the world. The increasing frequency of droughts and heat waves has had negative impacts on agricultural production, especially in the drylands of the world. This book shares the collective knowledge of leading scientists and practitioners, giving readers a broader appreciation and heightened awareness of the stakes involved in improving and sustaining agricultural production systems in the face of climate change.

Information Theory And Evolution (2nd Edition)

Information Theory And Evolution (2nd Edition) PDF Author: John Scales Avery
Publisher: World Scientific
ISBN: 9814401250
Category : Science
Languages : en
Pages : 277

Book Description
Information Theory and Evolution discusses the phenomenon of life, including its origin and evolution (and also human cultural evolution), against the background of thermodynamics, statistical mechanics, and information theory. Among the central themes is the seeming contradiction between the second law of thermodynamics and the high degree of order and complexity produced by living systems. This paradox has its resolution in the information content of the Gibbs free energy that enters the biosphere from outside sources, as the author will show. The role of information in human cultural evolution is another focus of the book.The first edition of Information Theory and Evolution made a strong impact on thought in the field by bringing together results from many disciplines. The new second edition offers updated results based on reports of important new research in several areas, including exciting new studies of the human mitochondrial and Y-chromosomal DNA. Another extensive discussion featured in the second edition is contained in a new appendix devoted to the relationship of entropy and Gibbs free energy to economics. This appendix includes a review of the ideas of Alfred Lotka, Frederick Soddy, Nicholas Georgiescu-Roegen and Herman E. Daly, and discusses the relevance of these ideas to the current economic crisis.The new edition discusses current research on the origin of life, the distinction between thermodynamic information and cybernetic information, new DNA research and human prehistory, developments in current information technology, and the relationship between entropy and economics.

Battery Management System for Future Electric Vehicles

Battery Management System for Future Electric Vehicles PDF Author: Dirk Söffker
Publisher: MDPI
ISBN: 3039433504
Category : Technology & Engineering
Languages : en
Pages : 154

Book Description
The future of electric vehicles relies nearly entirely on the design, monitoring, and control of the vehicle battery and its associated systems. Along with an initial optimal design of the cell/pack-level structure, the runtime performance of the battery needs to be continuously monitored and optimized for a safe and reliable operation and prolonged life. Improved charging techniques need to be developed to protect and preserve the battery. The scope of this Special Issue is to address all the above issues by promoting innovative design concepts, modeling and state estimation techniques, charging/discharging management, and hybridization with other storage components.