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Modified self-organizing feature map algorithms for efficient digital hardware implementation.

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Title: Modified self-organizing feature map algorithms for efficient digital hardware implementation.
Authors: Ienne, Paolo, Thiran, Patrick
Source: IEEE Transactions on Neural Networks. Mar97, Vol. 8 Issue 2, p315. 16p. 3 Black and White Photographs, 2 Diagrams, 5 Charts, 6 Graphs.
Subjects: MAP (Computer program language), Algorithms
Abstract: Describes two variants of the Kohonen's self-organizing feature map (SOFM) algorithm. Three versions of the Kohonen network; Theoretical analysis of the three algorithms; Simulation of quantization of a speech database; Implementation on the MANTRA I machine; Mapping the algorithm on MANTRA I; Conclusion of the study.
Database: Engineering Source
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  Availability: 0
Header DbId: egs
DbLabel: Engineering Source
An: 9704046283
AccessLevel: 6
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
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  Data: Modified self-organizing feature map algorithms for efficient digital hardware implementation.
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  Data: <searchLink fieldCode="AR" term="%22Ienne%2C+Paolo%22">Ienne, Paolo</searchLink><br /><searchLink fieldCode="AR" term="%22Thiran%2C+Patrick%22">Thiran, Patrick</searchLink>
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  Data: <searchLink fieldCode="JN" term="%22IEEE+Transactions+on+Neural+Networks%22">IEEE Transactions on Neural Networks</searchLink>. Mar97, Vol. 8 Issue 2, p315. 16p. 3 Black and White Photographs, 2 Diagrams, 5 Charts, 6 Graphs.
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  Data: Describes two variants of the Kohonen's self-organizing feature map (SOFM) algorithm. Three versions of the Kohonen network; Theoretical analysis of the three algorithms; Simulation of quantization of a speech database; Implementation on the MANTRA I machine; Mapping the algorithm on MANTRA I; Conclusion of the study.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=9704046283
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1109/72.557669
    Languages:
      – Code: eng
        Text: English
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      Pagination:
        PageCount: 16
        StartPage: 315
    Subjects:
      – SubjectFull: MAP (Computer program language)
        Type: general
      – SubjectFull: Algorithms
        Type: general
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      – TitleFull: Modified self-organizing feature map algorithms for efficient digital hardware implementation.
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            NameFull: Ienne, Paolo
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            NameFull: Thiran, Patrick
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            – D: 01
              M: 03
              Text: Mar97
              Type: published
              Y: 1997
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              Value: 10459227
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              Value: 8
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              Value: 2
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            – TitleFull: IEEE Transactions on Neural Networks
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