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An overview of effect of activation functions on training and performance of artificial neural network modelling

This paper presents an overview of the effect of the activation functions on the training and performance of artificial neural network modelling. An artificial neural network's activation functions are mathematical formulas that are essential to its design. Activation functions are a critical c...

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Bibliographic Details
Main Authors: Md Munirul, Hasan, Rahman, Md Mustafizur, Suraya, Abu Bakar, Islam, Mir Sujaul, Kabir, Muhammad Nomani
Format: Conference or Workshop Item
Language:English
Published: 2022
Subjects:
QA75 Electronic computers. Computer science
QA76 Computer software
T Technology (General)
TA Engineering (General). Civil engineering (General)
TJ Mechanical engineering and machinery
Online Access:http://umpir.ump.edu.my/id/eprint/36927/1/An%20overview%20of%20effect%20of%20activation%20functions%20on%20training%20and%20performance%20of%20artificial%20neural%20network%20modelling.pdf
http://umpir.ump.edu.my/id/eprint/36927/
https://ncon-pgr.ump.edu.my/index.php/en/?option=com_fileman&view=file&routed=1&name=E-BOOK%20NCON%202022%20.pdf&folder=E-BOOK%20NCON%202022&container=fileman-files
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http://umpir.ump.edu.my/id/eprint/36927/1/An%20overview%20of%20effect%20of%20activation%20functions%20on%20training%20and%20performance%20of%20artificial%20neural%20network%20modelling.pdf
http://umpir.ump.edu.my/id/eprint/36927/
https://ncon-pgr.ump.edu.my/index.php/en/?option=com_fileman&view=file&routed=1&name=E-BOOK%20NCON%202022%20.pdf&folder=E-BOOK%20NCON%202022&container=fileman-files

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