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Neural Networks: Algorithms, Applications, and Programming Techniques

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The book explains and deduces mathematically the working principle of many architectures, and presents commented examples (good ones) in structured English (very similar to Pascal). I used it as the basis for many NN's and felt quite satisfied in all cases.

The appearance of digital computers and the development of modern theories
of learning and neural processing both occurred at about the same time, during
the late 1940s. Since that time, the digital computer has been used as a tool
to model individual neurons as well as clusters of neurons, which are called
neural networks. A large body of neurophysiological research has accumulated
since then. For a good review of this research, see Neural and Brain Modeling
by Ronald J. MacGregor [21]. The study of artificial neural systems (ANS) on
computers remains an active field of biomedical research.
Our interest in this text is not primarily neurological research. Rather, we
wish to borrow concepts and ideas from the neuroscience field and to apply them
to the solution of problems in other areas of science and engineering. The ANS
models that are developed here may or may not have neurological relevance.
Therefore, we have broadened the scope of the definition of ANS to include
models that have been inspired by our current understanding of the brain, but
that do not necessarily conform strictly to that understanding.
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Visual Basic 2008 Recipes: A Problem-Solution Approach
Visual Basic 2008 Recipes: A Problem-Solution Approach
Sometimes you just need to solve a problem and get on with your work. To that end, Visual Basic 2008 Recipes is a compendium of practical solutions for busy VB .NET programmers. Create time for the more interesting aspects of your VB .NET project by solving common problems with the practical solutions and dozens of code examples in this...
Healthcare, Insurance, and You: The Savvy Consumer's Guide
Healthcare, Insurance, and You: The Savvy Consumer's Guide

Healthcare is changing and you need to know how—and what to do about it.

Getting good medical care shouldn’t be so confusing—or so costly. Healthcare, Insurance, and You simplifies the many confusing details about our healthcare system so you can make informed decisions. Result? Better health at...

Manager's Guide to Compliance
Manager's Guide to Compliance
"Wide perspectives and best practices combined deliver a punch that will knock your 'SOX' off! The author has blended together a critical mix necessary for effectively handling the requirements of SOX."
—Rob Nance, Publisher, AccountingWEB, Inc.

"Robust compliance and corporate governance is an absolute necessity...


Semantic Multimedia and Ontologies: Theory and Applications
Semantic Multimedia and Ontologies: Theory and Applications
This book draws together experts from the multimedia, the knowledge and the integrated multimedia-knowledge domains to explore how knowledge technologies can be exploited to create new multimedia applications, and how multimedia technologies can provide new contexts for the use of knowledge technologies.

The step-by-step approach guides the...

Window Functions and Their Applications in Signal Processing
Window Functions and Their Applications in Signal Processing

Window functions—otherwise known as weighting functions, tapering functions, or apodization functions—are mathematical functions that are zero-valued outside the chosen interval. They are well established as a vital part of digital signal processing. Window Functions and their Applications in Signal Processing presents an...

Handbook of Financial Risk Management: Simulations and Case Studies
Handbook of Financial Risk Management: Simulations and Case Studies

An authoritative handbook on risk management techniques and simulations as applied to financial engineering topics, theories, and statistical methodologies

The Handbook of Financial Risk Management: Simulations and Case Studies illustrates the prac­tical implementation of simulation techniques in the banking and...

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