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Mathematical Methods for Neural Network Analysis and Design

Richard M. Golden
4.9/5 (14087 ratings)
Description:"A significant and scholarly contribution to the field of neural networks. The author successfully integrates a very broad range of material in a competent and understandable manner. I do not know of any book on this same topic that covers such a wide range of material." -- Jerome R. Busemeyer, Professor of Psychology, Purdue University This graduate-level text teaches students how to use a small number of powerful mathematical tools for analyzing and designing a wide variety of artificial neural network (ANN) systems, including their own customized neural networks. "Mathematical Methods for Neural Network Analysis and Design" offers an original, broad, and integrated approach that explains each tool in a manner that is independent of specific ANN systems. Although most of the methods presented are familiar, their systematic application to neural networks is new. Included are helpful chapter summaries and detailed solutions to over 100 ANN system analysis and design problems. For convenience, many of the proofs of the key theorems have been rewritten so that the entire book uses a relatively uniform notion.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Mathematical Methods for Neural Network Analysis and Design. To get started finding Mathematical Methods for Neural Network Analysis and Design, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
Format
PDF, EPUB & Kindle Edition
Publisher
Release
ISBN
0262071746

Mathematical Methods for Neural Network Analysis and Design

Richard M. Golden
4.4/5 (1290744 ratings)
Description: "A significant and scholarly contribution to the field of neural networks. The author successfully integrates a very broad range of material in a competent and understandable manner. I do not know of any book on this same topic that covers such a wide range of material." -- Jerome R. Busemeyer, Professor of Psychology, Purdue University This graduate-level text teaches students how to use a small number of powerful mathematical tools for analyzing and designing a wide variety of artificial neural network (ANN) systems, including their own customized neural networks. "Mathematical Methods for Neural Network Analysis and Design" offers an original, broad, and integrated approach that explains each tool in a manner that is independent of specific ANN systems. Although most of the methods presented are familiar, their systematic application to neural networks is new. Included are helpful chapter summaries and detailed solutions to over 100 ANN system analysis and design problems. For convenience, many of the proofs of the key theorems have been rewritten so that the entire book uses a relatively uniform notion.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Mathematical Methods for Neural Network Analysis and Design. To get started finding Mathematical Methods for Neural Network Analysis and Design, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
Format
PDF, EPUB & Kindle Edition
Publisher
Release
ISBN
0262071746

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