Title :
Comparison between chua-yang and hyperbolic CNNs
Author :
Vilasís-Cardona, Xavier ; Vinyoles-Serra, Mireia
Author_Institution :
LIFAELS, La Salle-Univ. Ramon Llull, Barcelona, Spain
Abstract :
We compare the dynamic behavior of two CNN models: the original Chua-Yang model using the piecewise linear function and the hyperbolic model using the hyperbolic tangent. It is shown that, this two models are not topologically equivalent because in some parameter regions they exhibit a different number of equilibrium points.
Keywords :
cellular neural nets; hyperbolic equations; piecewise linear techniques; Chua-Yang model; hyperbolic CNN; hyperbolic model; hyperbolic tangent; piecewise linear function; Cellular neural networks; Equations; Helium; Neurons; Piecewise linear techniques; Stability; State-space methods; Telecommunications; Telephony;
Conference_Titel :
Circuit Theory and Design, 2009. ECCTD 2009. European Conference on
Conference_Location :
Antalya
Print_ISBN :
978-1-4244-3896-9
Electronic_ISBN :
978-1-4244-3896-9
DOI :
10.1109/ECCTD.2009.5275040
