Includes bibliographical references and index.
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.
This book covers the latest technological advances in neuro-computational intelligence in biological processes where the primary focus is on biologically inspired neuro-computational techniques.
This singular book: Presents an introduction to the automation and optimization of engineering design of complex engineering systems using neural network computing Outlines new computational models and paradigms for automating the complex ...
The book presents a coherent understanding of computational intelligence from the perspective of what is known as "intelligent computing" with high-dimensional parameters.
This book details the state-of-the-art in knowledge-based neurocomputing. It introduces a novel fuzzy-rule base known as Fuzzy All-permutations Rule-Base (FARB) and presents new connections between artificial neural networks and FARB.
Unlike other neural network books, this is written specifically for scientists and engineers who want to apply neural networks to solve complex problems. For each neurocomputing concept, a solid mathematical...
Engineering Applications of Neurocomputing
Chapter 1 Introduction Automation of design of one - of - a - kind engineering systems is considered a particularly challenging problem . The senior author and his associates have been working on creating novel design theories and ...
... neuro- computing due to the simplicity in the network architecture and the fast convergence property . A Hopfield network composed of one - layer neu- rons and fully connected feedback synapses can be used to realize asso- ciative ...
... neurocomputers, we have seen that the interface problem in principle can be solved. Another aspect of the ML interface problem is amplification of a ML signal to the macroscopic level. It is rather difficult when the signal is produced ...