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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)

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This text is a graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence, and the construction of a new generation of intelligent computers. The book is divided into four parts. The first part gives an account of the anatomy of the central nervous system, followed by a brief introduction to neurophysiology. The second part is devoted to the dynamics of neuronal states, and demonstrates how very simple models may stimulate associative memory. The third part of the book discusses models of learning, including detailed discussions on the limits of memory storage, methods of learning and their associated models, associativity, and error correction. The final section of the book reviews possible applications of neural networks in artificial intelligence, expert systems, optimization problems, and the construction of actual neuronal supercomputers, with the potential for one-hundred fold increase in speed over contemporary serial machines.

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Mac OS X Snow Leopard Server For Dummies
Mac OS X Snow Leopard Server For Dummies

Making Everything Easier!

Mac OS® X Snow Leopard Server for Dummies

Learn to:

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WAP, Bluetooth, and 3G Programming: Cracking the Code (With CD-ROM)
WAP, Bluetooth, and 3G Programming: Cracking the Code (With CD-ROM)
Cracking the Code WAP, Bluetooth, and 3G Programming Create Tomorrow's Mobile Applications Today In this unique guide, a crack team of software engineers delivers the programming solutions and source code you need to jump start a wide range of mobile advertising, commerce, and audio-video streaming projects. Using flow charts and line-by-line...
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Nagios Core Administration Cookbook

Develop an integrated monitoring solution for virtually any kind of network

Overview

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Jitter, Noise, and Signal Integrity at High-Speed
Jitter, Noise, and Signal Integrity at High-Speed

State-of-the-art JNB and SI Problem-Solving: Theory, Analysis, Methods, and Applications

 

Jitter, noise, and bit error (JNB) and signal integrity (SI) have become today‘s greatest challenges in high-speed digital design. Now, there’s a...

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Flash Web Design The Art of Motion Graphics
Flash is the perfect tool for creating immersive, interactive, and animated Web site design, and Flash Web Design teaches you to use it to its full potential. The book is broken into two sections: The Essentials and Case Studies. The Essentials section covers the basics of Flash production, illuminating how and...
Beta Testing for Better Software
Beta Testing for Better Software
Implement, operate, and use beta testing immediately with this hands-on guide to the best practices

Beta testing is a complex process that, when properly run, provides a wealth of diverse information. But when poorly executed, it delivers little or no data while wasting time and money. Written by a leading expert in the field, this book will...

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