Limitations of neural network training due to numerical instability of backpropagation.

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Title: Limitations of neural network training due to numerical instability of backpropagation.
Authors: Karner, Clemens1, Kazeev, Vladimir1,2, Petersen, Philipp Christian1,2, philipp.petersen@univie.ac.at
Source: Advances in Computational Mathematics; Feb2024, Vol. 50 Issue 1, p1-33, 33p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 175378567
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Limitations of neural network training due to numerical instability of backpropagation.
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  Data: <searchLink fieldCode="AU" term="%22Karner%2C+Clemens%22">Karner, Clemens</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Kazeev%2C+Vladimir%22">Kazeev, Vladimir</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Petersen%2C+Philipp+Christian%22">Petersen, Philipp Christian</searchLink><relatesTo>1,2</relatesTo>, <i>philipp.petersen@univie.ac.at</i>
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  Data: <searchLink fieldCode="JN" term="%22Advances+in+Computational+Mathematics%22">Advances in Computational Mathematics</searchLink>; Feb2024, Vol. 50 Issue 1, p1-33, 33p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=175378567
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s10444-024-10106-x
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      – Code: eng
        Text: English
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        PageCount: 33
        StartPage: 1
    Titles:
      – TitleFull: Limitations of neural network training due to numerical instability of backpropagation.
        Type: main
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            NameFull: Karner, Clemens
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            NameFull: Kazeev, Vladimir
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            NameFull: Petersen, Philipp Christian
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          Dates:
            – D: 01
              M: 02
              Text: Feb2024
              Type: published
              Y: 2024
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              Value: 50
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            – TitleFull: Advances in Computational Mathematics
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