(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.
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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 |
| Department: | College of Engineering and Physics > Electrical Engineering |
| Depositing User: | Dr SHARIF IQBAL SHEIKH |
| Date Deposited: | 11 Mar 2008 12:31 |
| Last Modified: | 01 Nov 2019 13:23 |
| URI: | http://eprints.kfupm.edu.sa/id/eprint/314 |