Structural synthesis of fast two-layer neural networks

Authors
Dorogov, AY
Citation
Ay. Dorogov, Structural synthesis of fast two-layer neural networks, CYB SYS AN, 36(4), 2000, pp. 512-519
Citations number
9
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
CYBERNETICS AND SYSTEMS ANALYSIS
ISSN journal
10600396 → ACNP
Volume
36
Issue
4
Year of publication
2000
Pages
512 - 519
Database
ISI
SICI code
1060-0396(200007/08)36:4<512:SSOFTN>2.0.ZU;2-#
Abstract
Methods of construction of structural models of fast two-layer neural netwo rks are considered. The methods are based on the criteria of minimum comput ing operations and maximum degrees of freedom. Optimal structural models of two-layer neural networks are constructed. Illustrative examples are given .