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A numerical method for frequency determination in the astable cellular neural networks with opposite-sign templates

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A Numerical Method for Frequency Determination in the Astable Cellular Neural Networks with Opposite-Sign Templates.pdf (2.585Mb)
Date
2006
Author
Özmen, Atilla
Tander, Baran
Abstract
In this study a numerical method is proposed to determine the oscillation frequencies in the astable cellular neural networks with opposite-sign templates [1]. This method depends on the training of a multilayer perceptron that uses various template coefficients and the correspondant frequency values as inputs and outputs. First of all a frequency surface is obtained from templates and then training samples are picked from this surface in order to apply to multilayer perceptron. The effects of the template coefficients to the oscillation frequencies are also investigated. Furthermore an oscillator design is carried out for simulation and the performance as well as the advantages of the proposed method are evaluated.

Source

2006 IEEE 14th Signal Processing and Communications Applications, Vols 1 and 2

Pages

9-+

URI

https://hdl.handle.net/20.500.12469/1238
https://ieeexplore.ieee.org/document/1659719

Collections

  • Araştırma Çıktıları / WOS [1412]
  • Elektrik-Elektronik Mühendisliği / Electrical - Electronics Engineering [319]

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Contact Us | Send Feedback
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