Two-Step Implementation of Sigmoid Function for Artificial Neural Network in Field Programmable Gate Array

Two-Step Implementation of Sigmoid Function for Artificial Neural Network in Field Programmable Gate Array

In this paper, a combination of second order nonlinear function (SONF) and differential look-up table (differential LUT) is introduced as a sigmoid function for implementing the artificial neural network (ANN) in field programmable gate array (FPGA). Implementing ANN on FPGA will overcome the slow r...

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Bibliographic Details
Main Authors: Syahrulanuar, Ngah, Rohani, Abu Bakar, Abdullah, Embong
Format: Conference or Workshop Item
Language:English
Published: 2014
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://umpir.ump.edu.my/id/eprint/6903/
http://umpir.ump.edu.my/id/eprint/6903/1/Two-Step_Implementation_of_Sigmoid_Function_for_Artificial_Neural_Network_in_Field_Programmable_Gate_Array.pdf

Internet

http://umpir.ump.edu.my/id/eprint/6903/
http://umpir.ump.edu.my/id/eprint/6903/1/Two-Step_Implementation_of_Sigmoid_Function_for_Artificial_Neural_Network_in_Field_Programmable_Gate_Array.pdf

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