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2D operators on topographic and non‐topographic architectures—implementation, efficiency analysis, and architecture selection methodology
Author(s) -
Zarándy Ákos,
Rekeczky Csaba
Publication year - 2011
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/cta.681
Subject(s) - selection (genetic algorithm) , computer science , architecture , computer architecture , operator (biology) , data mining , computer engineering , artificial intelligence , geography , archaeology , biochemistry , chemistry , repressor , transcription factor , gene
Topographic and non‐topographic image processing architectures and chips, developed within the CNN community recently, are analyzed and compared. It is achieved on a way that the 2D operators are collected to classes according to their implementation methods on the different architectures, and the main implementation parameters of the different operator classes are compared. Based on the results, an efficient architecture selection methodology is formalized. Copyright © 2010 John Wiley & Sons, Ltd.