DocumentCode
3109716
Title
The non-idealities of the IC-realization and the stability of CNN-networks
Author
Halonen, K. ; Väänänen, J.
Author_Institution
Dept. of Electr. Eng., Helsinki Univ. of Technol., Espoo, Finland
fYear
1990
fDate
16-19 Dec 1990
Firstpage
226
Lastpage
234
Abstract
The stability analyses of the CNN-circuit has been carried out in the case when the sigmoid has offset, nonconstant saturation level and nonlinearity. Also the effect of the internal parasitic poles on the circuit performance has been studied through several simulations. The analyses have been verified with the SPICE simulations done on the experimental 4-by-4 CNN circuit
Keywords
cellular arrays; circuit analysis computing; neural nets; performance evaluation; IC-realization; SPICE simulations; cellular neural networks; circuit performance; internal parasitic poles; nonlinearity; saturation level; stability; Analytical models; Cellular neural networks; Circuit optimization; Circuit simulation; Circuit stability; Delay; Piecewise linear techniques; SPICE; Stability analysis; Voltage control;
fLanguage
English
Publisher
ieee
Conference_Titel
Cellular Neural Networks and their Applications, 1990. CNNA-90 Proceedings., 1990 IEEE International Workshop on
Conference_Location
Budapest
Type
conf
DOI
10.1109/CNNA.1990.207537
Filename
207537
Link To Document