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Faithful Representations And Topographic Maps


Faithful Representations And Topographic Maps
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Faithful Representations And Topographic Maps


Faithful Representations And Topographic Maps
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Author : Marc M. Van Hulle
language : en
Publisher: Wiley-Interscience
Release Date : 2000-02

Faithful Representations And Topographic Maps written by Marc M. Van Hulle and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-02 with Computers categories.


A new perspective on topographic map formation and the advantages of information-based learning The study of topographic map formation provides us with important tools for both biological modeling and statistical data modeling. Faithful Representations and Topographic Maps offers a unified, systematic survey of this rapidly evolving field, focusing on current knowledge and available techniques for topographic map formation. The author presents a cutting-edge, information-based learning strategy for developing equiprobabilistic topographic maps--that is, maps in which all neurons have an equal probability to be active--clearly demonstrating how this approach yields faithful representations and how it can be successfully applied in such areas as density estimation, regression, clustering, and feature extraction. The book begins with the standard approach of distortion-based learning, discussing the commonly used Self-Organizing Map (SOM) algorithm and other algorithms, and pointing out their inadequacy for developing equiprobabilistic maps. It then examines the advantages of information-based learning techniques, and finally introduces a new algorithm for equiprobabilistic topographic map formation using neurons with kernel-based response characteristics. The complete learning algorithms and simulation details are given throughout, along with comparative performance analysis tables and extensive references. Faithful Representations and Topographic Maps is an excellent, eye-opening guide for neural network researchers, industrial scientists involved in data mining, and anyone interested in self-organization and topographic maps.



Professional Papers By The Corps Of Royal Engineers Royal Engineers Institute


Professional Papers By The Corps Of Royal Engineers Royal Engineers Institute
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Author : Great Britain. Army. Royal Engineers
language : en
Publisher:
Release Date : 1888

Professional Papers By The Corps Of Royal Engineers Royal Engineers Institute written by Great Britain. Army. Royal Engineers and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1888 with Civil engineering categories.


Annual re-issue of the Royal Engineer Institute's Occasional papers, issued quarterly.



Professional Papers By The Corps Of Royal Engineers Royal Engineers Institute


Professional Papers By The Corps Of Royal Engineers Royal Engineers Institute
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Author : Great Britain. Corps of Royal Engineers
language : en
Publisher:
Release Date : 1888

Professional Papers By The Corps Of Royal Engineers Royal Engineers Institute written by Great Britain. Corps of Royal Engineers and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1888 with Civil engineering categories.




Report Upon The Third International Geographical Congress And Exhibition At Venice Italy 1881 Accompagnied By Data Concerning The Principal Government Land And Marine Surveys Of The World


Report Upon The Third International Geographical Congress And Exhibition At Venice Italy 1881 Accompagnied By Data Concerning The Principal Government Land And Marine Surveys Of The World
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Author : George M. Wheeler
language : en
Publisher:
Release Date : 1885

Report Upon The Third International Geographical Congress And Exhibition At Venice Italy 1881 Accompagnied By Data Concerning The Principal Government Land And Marine Surveys Of The World written by George M. Wheeler and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1885 with categories.




Professional Papers Of The Corps Of Royal Engineers Occasional Papers


Professional Papers Of The Corps Of Royal Engineers Occasional Papers
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Author : Great Britain. Corps of Royal Engineers
language : en
Publisher:
Release Date : 1888

Professional Papers Of The Corps Of Royal Engineers Occasional Papers written by Great Britain. Corps of Royal Engineers and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1888 with categories.




Report Upon The Third International Geographical Congress And Exhibition At Venice Italy 1881


Report Upon The Third International Geographical Congress And Exhibition At Venice Italy 1881
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Author : George Montague Wheeler
language : en
Publisher:
Release Date : 1885

Report Upon The Third International Geographical Congress And Exhibition At Venice Italy 1881 written by George Montague Wheeler and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1885 with categories.




House Documents


House Documents
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Author :
language : en
Publisher:
Release Date : 1885

House Documents written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1885 with categories.




Descriptive Catalogue Of Maps Atlases Globes Etc Pub Or Supplied By Rand Mcnally Company


Descriptive Catalogue Of Maps Atlases Globes Etc Pub Or Supplied By Rand Mcnally Company
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Author : Rand McNally and Company
language : en
Publisher:
Release Date : 1891

Descriptive Catalogue Of Maps Atlases Globes Etc Pub Or Supplied By Rand Mcnally Company written by Rand McNally and Company and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1891 with Atlases categories.




Atti


Atti
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Author :
language : en
Publisher:
Release Date : 1885

Atti written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1885 with Geography categories.


Vols. for 1964- include reports on the meetings of the International Cartographic Association.



Despatches Correspondence And Papers


Despatches Correspondence And Papers
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Author : Cape of Good Hope (Colony). Parliament. House of Assembly
language : en
Publisher:
Release Date : 1880

Despatches Correspondence And Papers written by Cape of Good Hope (Colony). Parliament. House of Assembly and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1880 with Geology categories.