Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Knowledge-Based Neurocomputing

Buy
Knowledge-Based Neurocomputing, 9780262032742 (0262032740), MIT Press, 2000
Neurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems can learn and adapt to a changing environment. In knowledge-based neurocomputing, the emphasis is on the use and representation of knowledge about an application. Explicit modeling of the knowledge represented by such a system remains a major research topic. The reason is that humans find it difficult to interpret the numeric representation of a neural network.

The key assumption of knowledge-based neurocomputing is that knowledge is obtainable from, or can be represented by, a neurocomputing system in a form that humans can understand. That is, the knowledge embedded in the neurocomputing system can also be represented in a symbolic or well-structured form, such as Boolean functions, automata, rules, or other familiar ways. The focus of knowledge-based computing is on methods to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system.

Contributors: C. Aldrich, J. Cervenka, I. Cloete, R. A. Cozzio, R. Drossu, J. Fletcher, C. L. Giles, F. S. Gouws, M. Hilario, M. Ishikawa, A. Lozowski, Z. Obradovic, C. W. Omlin, M. Riedmiller, P. Romero, G. P. J. Schmitz, J. Sima, A. Sperduti, M. Spott, J. Weisbrod, J. M. Zurada.

Presents a taxonomy and reviews of methods for obtaining comprehensible neural network topologies by learning, as well as the encoding, extraction and refinement of symbolic knowledge within a neural network. DLC: Neural computers.

About the Author

Ian Cloete is Professor of Computer Science at the International University in Germany in Bruchsal, Germany. Jacek M. Zurada is the S. T. Fife Alumni Professor of Electrical Engineering at the University of Louisville, Louisville, Kentucky, and the Editor-in-Chief of IEEE Transactions on Neural Networks.
(HTML tags aren't allowed.)

Test-Driven Development: A J2EE Example (Expert's Voice)
Test-Driven Development: A J2EE Example (Expert's Voice)

While basic techniques of test-driven development are simple to understand, real-world application requires knowledge of tools and techniques to effectively create, run and organize tests. This book bridges the gap between simple concepts and complex application. Ideal for you Java developers, this book explains how to use test-driven...

Molecular Computation Models: Unconventional Approaches
Molecular Computation Models: Unconventional Approaches
With the increasing complexity of software systems and their widespread growth into many aspects of our lives, the need to search for new models, paradigms, and ultimately, technologies, to manage this problem is evident. The way nature solves various problems through processes evolving during billions of years was always an inspiration to many...
CCNA Cisco Certified Network Associate Study Guide (Exam 640-801)
CCNA Cisco Certified Network Associate Study Guide (Exam 640-801)

The primary objective of this book is to help you achieve the Cisco Certified Network Associate (CCNA) certification so that you can enhance your career. I believe that the only way you can increase your knowledge is through theoretical and practical learning. In other words, this...


Job Interviews For Dummies (Career/Education)
Job Interviews For Dummies (Career/Education)
Job interviews are crucial meetings that seal the deal on who gets hired. But, since the previous edition of Job Interviews for Dummies was published, everything about the interview process has changed in ways you need to know about and get comfortable with beforehand.

This completely revised and updated 3rd Edition...

Real World SQL Server Administration with Perl
Real World SQL Server Administration with Perl

Real World SQL Server Administration with Perl is written with the goal of super-charging your SQL Server administration skills with Perl scripting, taking you to the next level of SQL Server administration. Through a broad range of scenarios, this book shows you how to write Perl scripts (often in combination with T-SQL scripting)...

VoIP Handbook: Applications, Technologies, Reliability, and Security
VoIP Handbook: Applications, Technologies, Reliability, and Security
The number of worldwide VoIP customers is well over 38 million and thanks to popularity of inexpensive, high quality services such as skype is projected to increase to nearly 250 million within the next three years. The future of voice transport has officially arrived.

The VoIP Handbook: Applications, Technologies, Reliability, and...

©2020 LearnIT (support@pdfchm.net) - Privacy Policy