"A reconfigurable Gaussian/Triangular basis functions computation circuit"
A CMOS Gaussian/Triangular Basis functions computation circuit suitable for analog neural networks is proposed. The circuit can be configured to realize any of the two functions. The circuit can approximate these functions with relative root-mean-square error less than 1%. It is shown that the cente...
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2006
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/924/1/a_reconfigurable_gaussian_triangular_bas_abuelma_ati_isi_000236031400006.pdf |
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| _version_ | 1864513380780343296 |
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| author | Abuelma’atti, M.T. |
| author2 | unknown |
| author2_role | author |
| author_facet | Abuelma’atti, M.T. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Abuelma’atti, M.T. 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/924/1/a_reconfigurable_gaussian_triangular_bas_abuelma_ati_isi_000236031400006.pdf (2006) "A reconfigurable Gaussian/Triangular basis functions computation circuit". Analog Integrated Circuits and Signal Processing, 47. pp. 53-64. |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/924/ |
| 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 Gaussian/Triangular basis functions computation circuit" |
| dc.type.none.fl_str_mv | Article NonPeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | A CMOS Gaussian/Triangular Basis functions computation circuit suitable for analog neural networks is proposed. The circuit can be configured to realize any of the two 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. SPICE simulation results using 0.18 μ m CMOS process model parameters of TSMC18 technology are included. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_3be6555a24f5b47a6d7afd786e5747b8 |
| identifier_str_mv | (2006) "A reconfigurable Gaussian/Triangular basis functions computation circuit". Analog Integrated Circuits and Signal Processing, 47. pp. 53-64. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::924 |
| publishDate | 2006 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | "A reconfigurable Gaussian/Triangular basis functions computation circuit"Abuelma’atti, M.T.unknownElectricalA CMOS Gaussian/Triangular Basis functions computation circuit suitable for analog neural networks is proposed. The circuit can be configured to realize any of the two 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. SPICE simulation results using 0.18 μ m CMOS process model parameters of TSMC18 technology are included.20062020ArticleNonPeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/924/1/a_reconfigurable_gaussian_triangular_bas_abuelma_ati_isi_000236031400006.pdf (2006) "A reconfigurable Gaussian/Triangular basis functions computation circuit". Analog Integrated Circuits and Signal Processing, 47. pp. 53-64. enhttps://eprints.kfupm.edu.sa/id/eprint/924/info:eu-repo/semantics/openAccessoai::9242019-11-01T13:25:41Z |
| spellingShingle | "A reconfigurable Gaussian/Triangular basis functions computation circuit" Abuelma’atti, M.T. Electrical |
| status_str | publishedVersion |
| title | "A reconfigurable Gaussian/Triangular basis functions computation circuit" |
| title_full | "A reconfigurable Gaussian/Triangular basis functions computation circuit" |
| title_fullStr | "A reconfigurable Gaussian/Triangular basis functions computation circuit" |
| title_full_unstemmed | "A reconfigurable Gaussian/Triangular basis functions computation circuit" |
| title_short | "A reconfigurable Gaussian/Triangular basis functions computation circuit" |
| title_sort | "A reconfigurable Gaussian/Triangular basis functions computation circuit" |
| topic | Electrical |
| url | https://eprints.kfupm.edu.sa/id/eprint/924/1/a_reconfigurable_gaussian_triangular_bas_abuelma_ati_isi_000236031400006.pdf |