Titlebook: Innovations in ART Neural Networks; Lakhmi C. Jain,Beatrice Lazzerini,Ugur Halici Book 2000 Springer-Verlag Berlin Heidelberg 2000 Adaptiv

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cultivated

T. Serrano-Gotarredona,B. Linares-Barrancos will react blindingly fast, possess exceptional precision, and operate reliably and consistently without human supervision. While the promise of autonomy seems almost boundless, questions remain about the lawfulness of allowing such systems to select and lethally engage targets on their own. One o

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d imputation rules seems to be helpful. Evaluation rules give information as to whether a certain behavior is obligatory, forbidden or permitted. From these rules, the rules that give information as to whether or not a person can actually be held responsible for a certain behavior must be distinguis

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978-3-7908-2469-8Springer-Verlag Berlin Heidelberg 2000

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incision

An Efficient Mapping of Fuzzy Art Onto a Neural Architecture,ling principle is to check the vigilance criterion before comparing the choice functions, rather than vice versa. This re-ordering of operations reduces the computational complexity. It leads to a simpler neural architecture that is better suited to parallel implementation and facilitates understanding the algorithm.

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Fuzzy Artmap Modifications for Intersecting Class Distributions,apter describes several modifications which eliminate the underlying category proliferation problem. The performance of the original and modified algorithms is demonstrated with examples from the speech and image understanding domains.

overhaul

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