DocumentCode
2287006
Title
A new design method for the neighborhood on improving the CNN´s efficiency
Author
Zhang, Z. ; Namba, E.M. ; Takatori, S. ; Kawabata, H.
Author_Institution
Ind. Technol. Center of Okayama Prefecture, Japan
fYear
2002
fDate
22-24 Jul 2002
Firstpage
571
Lastpage
578
Abstract
Setting the optimal values of the neighborhood is an important factor for improving a CNN´s capability. In this paper, we propose a new design method for the neighborhood, which reduces the computation time while maintaining its capability. In order to examine its effectiveness, we use synthesized model patterns and confirm whether the efficiency is improved. In addition, we apply the CNN designed to diagnosing abnormal sounds and obtained very encouraging results.
Keywords
cellular neural nets; content-addressable storage; abnormal sounds; cellular neural network; computation time; design method; optimal values; synthesized model patterns; Analog circuits; Associative memory; Cellular neural networks; Circuit synthesis; Design methodology; Differential equations; Feature extraction; Liver diseases; Network synthesis; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Cellular Neural Networks and Their Applications, 2002. (CNNA 2002). Proceedings of the 2002 7th IEEE International Workshop on
Print_ISBN
981-238-121-X
Type
conf
DOI
10.1109/CNNA.2002.1035097
Filename
1035097
Link To Document