Neural Network Design (Electrical Engineering)

Neural Network Design (Electrical Engineering)
by Beale Hagan Demuth, Mark Beale, Martin T. Hagan

Neural Network Design (Electrical Engineering)
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Book Summary Information

Author: Beale Hagan Demuth, Mark Beale, Martin T. Hagan
Edition: Hardcover
Audio: English (Unknown); English (Original Language); English (Published)
Published: 1995-12-29
ISBN: 0534943322
Number of pages: 736
Publisher: PWS Pub. Co.

Book Reviews of Neural Network Design (Electrical Engineering)

Book Review: Hands down the best introduction
Summary: 5 Stars

I knew the very poor Matlab Neural Network Toolbox User's Guide by the same authors and I was kind of expecting the same, and boy was I wrong!

This book is simply brilliant, a miracle of pedagogy. It is intended for undergrad classes, but it is so clear that graduate students will benefit enormously from reading it before any other material. Plainly put, this book makes you UNDERSTAND this difficult topic, more than any other book that I know of (Zurada, Smith, Hassoun, Haykin, Duda-Hart, Caudill, etc)

A selection of worked out problems are included at the end of each chapter, a practice that is highly beneficial but alas too rare in books of the kind.

I very much appreciated the very clear exposition of backpropagation, and optimization methods such as Levenberg-Marquardt.

A note to Matlab users: funky demos are available for free and illustrate the main points of the book.

Summary of Neural Network Design (Electrical Engineering)

The well-known, respected authors who developed the Neural Networks toolbox and the Fuzzy Systems Toolbox now bring you this text designed for electrical and computer engineering or computer science beginners. The book covers neuron model and network architectures, signal and weight vector spaces, linear transformations for neural networks. and performance surfaces and optimum points.

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