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Advanced Methods in Neural Computing (Vnr Computer Library) by Wasserman, Philip D., Philip D. Wasserman, P. D Wasserman is a book available to read on EtoBox.

What is Advanced Methods in Neural Computing (Vnr Computer Library) about?

Following up where Neural Computing: Theory and Practice left off, this guide explains diverse high-performance paradigms for artificial neural networks (ANNs) that function effectively in real-world situations. The tutorial approach, use of standardized notation, undergraduate-level mathematics, and extensive examples explain methods for solving practical neural network engineering problems in a clear and comprehensible manner. Emphasis is given to paradigms that perform well rather than those of academic interest. Explanations of the paradigms are program-oriented and are written in algorithmic form. Self-contained chapters cover field theory methods, including Nestor's restricted coulomb energy system; probabilistic neural networks, which can increase training speed by orders of magnitude; genetic algorithms that mimic biological evolution; sparse distributed memory, a powerful associative memory paradigm, which is compatible with VLSI implementation; fuzzy logic methods that are finding widespread application in control systems; neural engineering, including a set of techniques for designing, training, and applying artificial neural systems to real-world problems; and additiona

Author

Wasserman, Philip D., Philip D. Wasserman, P. D Wasserman

Publisher

Van Nostrand Reinhold

Published

1993

Language

EN

ISBN

9780442004613

Subjects

Computer Science, Science, Reference

Rating

5 / 5 (2 ratings)

Updated

2026-03-14