Neural Network Classification and Formalization

In order to assist the field of neural networks in maturing, a formalization and a solid foundation are essential. Additionally, to permit the introduction of formal proofs, it is essential to have an all- encompassing formal mathematical definition of a neural network. This publication offers a neural network formalization consisting of a topological taxonomy, a uniform nomenclature, and an accompanying consistent mnemonic notation. Supported by this formalization, both a flexible hierarchical and a universal mathematical definition are presented.


Published in:
Computer Standards & Interfaces, 16, 03, 231-239
Year:
1994
Publisher:
North-Holland / Elsevier Science Publishers
ISSN:
0920-5489
Keywords:
Laboratories:




 Record created 2006-03-10, last modified 2018-03-17


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