UMP Institutional Repository

Review of the Sigmoid Function Implementation into Digital Hardware

Syahrulanuar, Ngah and Rohani, Abu Bakar and Abdullah, Embong (2015) Review of the Sigmoid Function Implementation into Digital Hardware. In: International Conference Of Computer Sciences & Information Management (ICOCSIM 2015), 19-21 August 2015 , Kuantan, Pahang. . (Unpublished)

[img] PDF
Review of the Sigmoid Function Implementation into Digital Hardware.pdf
Restricted to Repository staff only

Download (629kB) | Request a copy

Abstract

This paper discuss about the implementation of the sigmoid function into digital hardware. Several methods has been proposed such as lookup table (LUT), piecewise linear approximation (PWL), piecewise nonlinear approximation and CORDIC. Each method has their own advantages and disadvantages. Some researcher has start hybrid method by combining two or more the available methods for realizing the sigmoid function in digital hardware.

Item Type: Conference or Workshop Item (Lecture)
Uncontrolled Keywords: ANN, sigmoid function, FPGA
Subjects: Q Science > QA Mathematics > QA76 Computer software
Faculty/Division: Faculty of Computer System And Software Engineering
Depositing User: Mrs. Neng Sury Sulaiman
Date Deposited: 02 Oct 2015 02:31
Last Modified: 02 May 2018 07:04
URI: http://umpir.ump.edu.my/id/eprint/10590
Download Statistic: View Download Statistics

Actions (login required)

View Item View Item