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Please use this identifier to cite or link to this item: https://elib.utmn.ru/jspui/handle/ru-tsu/39099
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dc.contributor.authorBeknazaryan, A.en
dc.contributor.authorБекназарян, А.ru
dc.date.accessioned2026-01-13T06:27:28Z-
dc.date.available2026-01-13T06:27:28Z-
dc.date.issued2022-
dc.identifier.citationBeknazaryan, A. (2022). Analytic function approximation by path-norm-regularized deep neural networks. Entropy (Basel, Switzerland), 24(8), 1136. doi:10.3390/e24081136apa_pure
dc.identifier.issn1099-4300-
dc.identifier.otherFinal2
dc.identifier.otherAll Open Access3
dc.identifier.otherGold Open Access3
dc.identifier.otherGreen Open Access3
dc.identifier.otherhttps://www.mdpi.com/1099-4300/24/8/1136/pdf?version=1661326687pdf
dc.identifier.urihttps://elib.utmn.ru/jspui/handle/ru-tsu/39099-
dc.description.abstractWe show that neural networks with an absolute value activation function and with network path norm, network sizes and network weights having logarithmic dependence on (Formula presented.) can (Formula presented.) -approximate functions that are analytic on certain regions of (Formula presented.). © 2022 by the author.en
dc.description.sponsorshipNederlandse Organisatie voor Wetenschappelijk Onderzoek, NWOen
dc.description.sponsorshipThis research was funded by NWO Vidi grant: “Statistical foundation for multilayer neural networks”: VI.Vidi.192.021.en
dc.format.mimetypeapplication/pdfen
dc.language.isoenen
dc.publisherMDPIen
dc.rightsinfo:eu-repo/semantics/openAccessen
dc.rightscc-byother
dc.sourceEntropyen
dc.subjectanalytic functionsen
dc.subjectdeep neural networksen
dc.subjectexponential convergenceen
dc.subjectpath norm regularizationen
dc.titleAnalytic function approximation by path-norm-regularized deep neural networksen
dc.typeArticleen
dc.typeinfo:eu-repo/semantics/articleen
dc.typeinfo:eu-repo/semantics/publishedVersionen
local.description.firstpage1136-
local.issue8-
local.volume24-
local.contributor.departmentInstitute of Environmental and Agricultural Biology (X-BIO), University of Tyumen, Volodarskogo 6, Tyumen, 625003, Russian Federationen
dc.identifier.doi10.3390/e24081136-
dc.identifier.scopus85136547854-
local.contributor.employeeBeknazaryan A., Institute of Environmental and Agricultural Biology (X-BIO), University of Tyumen, Volodarskogo 6, Tyumen, 625003, Russian Federationen
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