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

(2006) A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit. Journal of Iranian Association of Electrical and Electronic Engineers, 2 (2). pp. 17-34.

[img]
Preview
PDF
a_reconfigurable_satlin_sigmoid_gaussian_abuelma_ati_isip_000246793200293.pdf

Download (26kB) | Preview

Abstract

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 0.18um CMOS process model parameters of TSMC technology are included

Item Type: Article
Subjects: Electrical
Divisions: College Of Engineering Sciences > Electrical Engineering Dept
Depositing User: Dr SHARIF IQBAL SHEIKH
Date Deposited: 11 Mar 2008 15:31
Last Modified: 01 Nov 2019 16:23
URI: http://eprints.kfupm.edu.sa/id/eprint/314