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Neuroinformatics and Semantic Representations: Theory and Applications

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Title: Neuroinformatics and Semantic Representations: Theory and Applications
Description: This book proposes an approach to the analysis of information using a neural network based on neural-like elements and temporal summation of signals, which makes it possible to implement a structural approach to the analysis of information streams. Together with associative access to information, structural multilevel analysis enables the interpretation of information processing in columns of the cerebral cortex of humans. Using representations of information processing in the hippocampus, it is possible to re-construct the human model of the world and to interpret purposeful behaviour. The book describes the procedure for synchronizing the world models of various people, allowing automatic semantic analysis of unstructured text information, including construction of a semantic network of a text as its semantic portrait.
Authors: Alexander A. Kharlamov, Editor, Maria Pilgun, Editor
Resource Type: eBook.
Subjects: Semantics--Data processing, Neuroinformatics
Categories: LANGUAGE ARTS & DISCIPLINES / Linguistics / Semantics, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Neural Networks
Database: eBook Collection (EBSCOhost)
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  Availability: 0
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DbLabel: eBook Collection (EBSCOhost)
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RelevancyScore: 1097
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PubType: eBook
PubTypeId: ebook
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  Data: Neuroinformatics and Semantic Representations: Theory and Applications
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  Label: Description
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  Data: This book proposes an approach to the analysis of information using a neural network based on neural-like elements and temporal summation of signals, which makes it possible to implement a structural approach to the analysis of information streams. Together with associative access to information, structural multilevel analysis enables the interpretation of information processing in columns of the cerebral cortex of humans. Using representations of information processing in the hippocampus, it is possible to re-construct the human model of the world and to interpret purposeful behaviour. The book describes the procedure for synchronizing the world models of various people, allowing automatic semantic analysis of unstructured text information, including construction of a semantic network of a text as its semantic portrait.
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RecordInfo BibRecord:
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    Classifications:
      – Code: 612.80285
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Semantics--Data processing
        Type: general
      – SubjectFull: Neuroinformatics
        Type: general
    Titles:
      – TitleFull: Neuroinformatics and Semantic Representations: Theory and Applications
        Type: main
  BibRelationships:
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      – PersonEntity:
          Name:
            NameFull: Alexander A. Kharlamov, Editor
      – PersonEntity:
          Name:
            NameFull: Maria Pilgun, Editor
      – PersonEntity:
          Name:
            NameFull: Alexander A. Kharlamov, Editor
      – PersonEntity:
          Name:
            NameFull: Maria Pilgun, Editor
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2020
            – D: 18
              M: 08
              Type: profile
              Y: 2020
          Identifiers:
            – Type: isbn-print
              Value: 9781527548527
            – Type: isbn-electronic
              Value: 9781527549524
          Titles:
            – TitleFull: Neuroinformatics and Semantic Representations: Theory and Applications
              Type: main
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