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CNN template robustness with different output nonlinearities
Author(s) -
Paasio Ari,
Dawidziuk Adam
Publication year - 1999
Publication title -
international journal of circuit theory and applications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.364
H-Index - 52
eISSN - 1097-007X
pISSN - 0098-9886
DOI - 10.1002/(sici)1097-007x(199901/02)27:1<87::aid-cta42>3.0.co;2-v
Subject(s) - robustness (evolution) , template , computer science , biochemistry , chemistry , gene , programming language
The robustness of the templates used in the normal unity gain operation is discussed. Some methods to improve a possibly poor template are given. Moreover, the positive range type of the cell output non‐linearity and the robustness of the templates in that particular case are examined. Also methods for improving the robustness of the positive range templates are reported. Examples of increasing the robustness of different common templates are given. Copyright © 1999 John Wiley & Sons, Ltd.