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Turing computability with neural nets

โœ Scribed by Hava T. Siegelmann; Eduardo D. Sontag


Publisher
Elsevier Science
Year
1991
Tongue
English
Weight
332 KB
Volume
4
Category
Article
ISSN
0893-9659

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This paper considers the classification properties of two-layer networks of McCulloch Pitts units from a theoretical point of view. In particular we consider their ability to realise exactly, as opposed to approximate, bounded decision regions in R 2 . The main result shows that a two-layer network