Title :
Analytical Approaches for the Amplitude and Frequency Computations in the Astable Cellular Neural Networks with Opposite Sign Templates
Author :
Tander, Baran ; Özmen, Atilla
Author_Institution :
Teknik Bilimler MYO, Kadir Has Univ., Istanbul, Turkey
Abstract :
In this paper, by using surface fitting methods, analytical approaches for amplitudes and frequencies of the x1,2(t) "States" in a simple dynamical neural network called "Cellular Neural Network with Opposite Sign Templates" which was proposed by Zou and Nossek [1], are obtained under oscillation conditions. The mentioned explicit expressions are employed in a cellular neural network based, amplitude and frequency tuneable oscillator design.
Keywords :
cellular neural nets; surface fitting; amplitude tuneable oscillator design; astable cellular neural network; dynamical neural network; frequency tuneable oscillator design; opposite sign templates; surface fitting method; Cellular neural networks; Computer networks; Frequency; Intelligent networks; Neural networks; Oscillators; Piecewise linear techniques; Surface fitting; Tellurium;
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Conference_Location :
Eskisehir
Print_ISBN :
1-4244-0719-2
Electronic_ISBN :
1-4244-0720-6
DOI :
10.1109/SIU.2007.4298648
