Outline of a Linear Neural Network and Applications View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

1994

AUTHORS

Eduardo R. Caianiello , Maria Marinaro , Salvatore Rampone , Roberto Tagliaferri

ABSTRACT

The aim of this paper is to show that additional perspectives are added to research on linear Neural Nets by utilizing a new definition of product, recently introduced (Caianiello, 92) in the context of Neural Nets defined on semirings rather than number fields. This we do by exhibiting its use for the design “on inspection” of a Neural Net which stores as one-step attractor any number of given patterns, with input basins of exactly specified tolerance. The paper is organized in the following way. In the next section we specify the notation and define the Neural Net model. In section three we describe applications in structured and not structured domains. More... »

PAGES

487-492

Book

TITLE

ICANN ’94

ISBN

978-3-540-19887-1
978-1-4471-2097-1

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-1-4471-2097-1_114

DOI

http://dx.doi.org/10.1007/978-1-4471-2097-1_114

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1045120968


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