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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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Compression Algorithms for Real Programmers (The For Real Programmers Series)
Compression Algorithms for Real Programmers (The For Real Programmers Series)
In life, time is money, and on the Internet, the size of data is money. Small programs and small files take less disk space and cost less to send over the Internet. Compression Algorithms for Real Programmers describes the basic algorithms and approaches for compressing information so you can create the smallest files possible....
Stealing the Network: The Complete Series Collector's Edition, Final Chapter, and DVD
Stealing the Network: The Complete Series Collector's Edition, Final Chapter, and DVD

"Stealing the Network: How to Own the Box is a unique book in the fiction department. It combines stories that are fictional, with technology that is real. While none of the stories have happened, there is no reason why they could not. You could argue it provides a road map for criminal hackers, but I say it does something else: it...

SUSE Linux10 Bible
SUSE Linux10 Bible

If you're looking to migrate to SUSE Linux or to enhance your existing SUSE system with new Version 10 features, this comprehensive guide is for you. Showcasing the latest releases of such SUSE Linux products as the Novell Open Enterprise Server, the Novell Linux Desktop, and the very popular OpenExchange Server, this book provides detailed...


Java Data Mining: Strategy, Standard, and Practice: A Practical Guide for architecture, design, and implementation
Learning RStudio for R Statistical Computing
Learning RStudio for R Statistical Computing

If you need to create and manage complex statistical analysis projects, this book could be a catalyst for great things. In clear, practical chapters it teaches you how to employ Rstudio's powerful features to perform R statistical computing.

Overview

  • A complete practical tutorial for RStudio, designed...
Get Started in Computing
Get Started in Computing

Get Started in Computing is for anyone who wants to learn how to make good use of their PC. It doesn ’ t assume that you are a complete novice – there are very few of those left! You have probably used a PC a little – and can steer the mouse and use the keyboard (at least a bit).

You may have done a little...

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