Neuroinformatics and Semantic Representations: Theory and Applications
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| Title: | Neuroinformatics and Semantic Representations: Theory and Applications |
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| 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) |
| Abstract: | 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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| ISBN: | 9781527548527 9781527549524 |
