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"A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit"

Abuelma’atti, M.T. (2005) "A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit". Journal of Iranian Association of Electrical and Electronic Engineers, 2 (2). pp. 17-34.

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Abstract

A CMOS Satlin/Sigmoid/Gaussian/triangular Basis functions computation circuit suitable for analog neural networks is proposed. The circuit can be configured to realize any of the four functions. The circuit can approximate these functions with relative root-mean-square error less than 1%. It is shown that the center, width, and peak amplitude of the dc transfer characteristic can be independently controlled. HSPICE simulation results using 0.18 mum CMOS process model parameters of TSMC technology are included



Item Type:Article
Date:2005
Subjects:Electrical
Divisions:College Of Engineering Sciences > Electrical Engineering Dept
Creators:Abuelma’atti, M.T.
Email:mtaher@kfupm.edu.sa
ID Code:858
Deposited By:AYHAM ZAZA
Deposited On:30 Mar 2008 11:03
Last Modified:12 Apr 2011 13:06

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