The non-idealities of the IC-realization and the stability of CNN-networks

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.<>