Sigmoid function implementation using the unequal segmentation of differential lookup table and second order nonlinear function

This paper discusses the artificial neural network (ANN) implementation into a field programmable gate array (FPGA). One of the most difficult problem encounters is the complex equation of the activation function namely sigmoid function. The sigmoid function is used as learning function to train the...

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Bibliographic Details
Main Authors: Syahrulanuar, Ngah, Rohani, Abu Bakar
Format: Article
Language:English
Published: UTeM 2017
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/21765/1/Sigmoid%20function%20implementation%20using%20the%20unequal%20segmentation.pdf
http://umpir.ump.edu.my/id/eprint/21765/
http://journal.utem.edu.my/index.php/jtec/article/view/2637/1704
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Institution: Universiti Malaysia Pahang
Language: English