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Neuroinformatics and semantic representations : theory and applications / edited by Alexander Kharlamov and Maria Pilgun.
- Format:
- Book
- Language:
- English
- Subjects (All):
- Neuroinformatics.
- Physical Description:
- 1 online resource (317 pages)
- Edition:
- 1st ed.
- Place of Publication:
- Newcastle upon Tyne, England : Cambridge Scholars Publishing, 2020.
- Summary:
- 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.
- Contents:
- Intro
- Dedication
- Table of Contents
- List of Abbreviations
- Preface
- Part I
- Chapter One
- Chapter Two
- Chapter Three
- Chapter Four
- Chapter Five
- Chapter Six
- Part II
- Chapter Seven
- Chapter Eight
- Chapter Nine
- Chapter Ten
- Chapter Eleven
- Part III
- Chapter Twelve
- Chapter Thirteen
- Contributors
- Index.
- Notes:
- Description based on print version record.
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 1-5275-4952-6
- 1-5275-4852-X
- OCLC:
- 1153881111
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