Towards more efficient initialization methods for Convolutional Neural Networks via K-Means and Principal Components.
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| Title: | Towards more efficient initialization methods for Convolutional Neural Networks via K-Means and Principal Components. |
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| Authors: | Rabinovich, Federico1, federicorabinovich@gmail.com, Ronchetti, Franco1,2, Quiroga, Facundo1,2 |
| Source: | Journal of Computer Science & Technology (JCS&T); Apr2025, Vol. 25 Issue 1, p44-52, 9p |
| Database: | Applied Science & Technology Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 186075950 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Towards more efficient initialization methods for Convolutional Neural Networks via K-Means and Principal Components. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Rabinovich%2C+Federico%22">Rabinovich, Federico</searchLink><relatesTo>1</relatesTo>, <i>federicorabinovich@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Ronchetti%2C+Franco%22">Ronchetti, Franco</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Quiroga%2C+Facundo%22">Quiroga, Facundo</searchLink><relatesTo>1,2</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Computer+Science+%26+Technology+%28JCS%26T%29%22">Journal of Computer Science & Technology (JCS&T)</searchLink>; Apr2025, Vol. 25 Issue 1, p44-52, 9p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=186075950 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.24215/16666038.25.e04 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 9 StartPage: 44 Titles: – TitleFull: Towards more efficient initialization methods for Convolutional Neural Networks via K-Means and Principal Components. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Rabinovich, Federico – PersonEntity: Name: NameFull: Ronchetti, Franco – PersonEntity: Name: NameFull: Quiroga, Facundo IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: Apr2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 16666046 Numbering: – Type: volume Value: 25 – Type: issue Value: 1 Titles: – TitleFull: Journal of Computer Science & Technology (JCS&T) Type: main |
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