A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit
Abstract—A CMOS Satlin/Sigmoid/Gaussian/Triangular Basis functions computation circuit suitable for analog neural networks is proposed. The circuit can be configured to realize any of the four functions. The circuit can approximate these functions with relative root-mean-square error less than 1%. I...
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| Format: | article |
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2006
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/314/1/a_reconfigurable_satlin_sigmoid_gaussian_abuelma_ati_isip_000246793200293.pdf |
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| _version_ | 1864513388507299841 |
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| author | Abuelma’atti, M.T. |
| author2 | Shwehneh, A. unknown |
| author2_role | author author |
| author_facet | Abuelma’atti, M.T. Shwehneh, A. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Abuelma’atti, M.T. Shwehneh, A. unknown |
| dc.date.none.fl_str_mv | 2006 2020 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/314/1/a_reconfigurable_satlin_sigmoid_gaussian_abuelma_ati_isip_000246793200293.pdf (2006) A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit. Journal of Iranian Association of Electrical and Electronic Engineers, 2 (2). pp. 17-34. |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/314/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Electrical |
| dc.title.none.fl_str_mv | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | Abstract—A CMOS Satlin/Sigmoid/Gaussian/Triangular Basis functions computation circuit suitable for analog neural networks is proposed. The circuit can be configured to realize any of the four functions. The circuit can approximate these functions with relative root-mean-square error less than 1%. It is shown that the center, width, and peak amplitude of the dc transfer characteristic can be independently controlled. HSPICE simulation results using 0.18um CMOS process model parameters of TSMC technology are included |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_4f572ff7e8c8532863eace6731e9c7a1 |
| identifier_str_mv | (2006) A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit. Journal of Iranian Association of Electrical and Electronic Engineers, 2 (2). pp. 17-34. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::314 |
| publishDate | 2006 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuitAbuelma’atti, M.T.Shwehneh, A.unknownElectricalAbstract—A CMOS Satlin/Sigmoid/Gaussian/Triangular Basis functions computation circuit suitable for analog neural networks is proposed. The circuit can be configured to realize any of the four functions. The circuit can approximate these functions with relative root-mean-square error less than 1%. It is shown that the center, width, and peak amplitude of the dc transfer characteristic can be independently controlled. HSPICE simulation results using 0.18um CMOS process model parameters of TSMC technology are included20062020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/314/1/a_reconfigurable_satlin_sigmoid_gaussian_abuelma_ati_isip_000246793200293.pdf (2006) A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit. Journal of Iranian Association of Electrical and Electronic Engineers, 2 (2). pp. 17-34. enhttps://eprints.kfupm.edu.sa/id/eprint/314/info:eu-repo/semantics/openAccessoai::3142019-11-01T13:23:39Z |
| spellingShingle | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit Abuelma’atti, M.T. Electrical |
| status_str | publishedVersion |
| title | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit |
| title_full | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit |
| title_fullStr | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit |
| title_full_unstemmed | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit |
| title_short | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit |
| title_sort | A reconfigurable SATLIN/SIGMOID/Gaussian/Triangular basis functions computation circuit |
| topic | Electrical |
| url | https://eprints.kfupm.edu.sa/id/eprint/314/1/a_reconfigurable_satlin_sigmoid_gaussian_abuelma_ati_isip_000246793200293.pdf |