Review of the Sigmoid Function Implementation into Digital Hardware
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 re...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2015
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/10590/ http://umpir.ump.edu.my/id/eprint/10590/1/Review%20of%20the%20Sigmoid%20Function%20Implementation%20into%20Digital%20Hardware.pdf |
| _version_ | 1848818785351368704 |
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| author | Syahrulanuar, Ngah Rohani, Abu Bakar Abdullah, Embong |
| author_facet | Syahrulanuar, Ngah Rohani, Abu Bakar Abdullah, Embong |
| author_sort | Syahrulanuar, Ngah |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T01:43:11Z |
| format | Conference or Workshop Item |
| id | ump-10590 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:43:11Z |
| publishDate | 2015 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-105902018-05-02T07:04:13Z http://umpir.ump.edu.my/id/eprint/10590/ Review of the Sigmoid Function Implementation into Digital Hardware Syahrulanuar, Ngah Rohani, Abu Bakar Abdullah, Embong QA76 Computer software 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. 2015 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/10590/1/Review%20of%20the%20Sigmoid%20Function%20Implementation%20into%20Digital%20Hardware.pdf 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) (Unpublished) |
| spellingShingle | QA76 Computer software Syahrulanuar, Ngah Rohani, Abu Bakar Abdullah, Embong Review of the Sigmoid Function Implementation into Digital Hardware |
| title | Review of the Sigmoid Function Implementation into Digital Hardware |
| title_full | Review of the Sigmoid Function Implementation into Digital Hardware |
| title_fullStr | Review of the Sigmoid Function Implementation into Digital Hardware |
| title_full_unstemmed | Review of the Sigmoid Function Implementation into Digital Hardware |
| title_short | Review of the Sigmoid Function Implementation into Digital Hardware |
| title_sort | review of the sigmoid function implementation into digital hardware |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/10590/ http://umpir.ump.edu.my/id/eprint/10590/1/Review%20of%20the%20Sigmoid%20Function%20Implementation%20into%20Digital%20Hardware.pdf |