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Anatomy of safety-critical computing problems

✍ Scribed by Swu Yih; Chin-Feng Fan; Behrooz Shirazi

Publisher
Elsevier Science
Year
1995
Tongue
English
Weight
986 KB
Volume
50
Category
Article
ISSN
0951-8320

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This paper addresses the problem that conventional neural networks cannot contain a priori knowledge and cannot explain their output. A mathematical theory of 'black-box classifiers' is developed which covers most of the best known neural architectures. The limitations of the non-model based computa