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Proceedings Paper

Pattern recognition by pattern inversion
Author(s): Alexei Mikhailov; Mikhail Karavay
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Paper Abstract

Alternative approach to pattern recognition is discussed that amounts to operations on inverse patterns and resembles working of Google-type search engines. Unlike neural networks that iteratively calculate weights within many a learning cycles, inverse patterns-based paradigm (neural cortex) does not use weights and follows a challenging learning trend that attempts to achieve a human-like generalization from a single example.

Paper Details

Date Published: 27 November 2019
PDF: 8 pages
Proc. SPIE 11321, 2019 International Conference on Image and Video Processing, and Artificial Intelligence, 113211Q (27 November 2019); doi: 10.1117/12.2539069
Show Author Affiliations
Alexei Mikhailov, Institute of Control Sciences (Russian Federation)
Mikhail Karavay, Institute of Control Sciences (Russian Federation)


Published in SPIE Proceedings Vol. 11321:
2019 International Conference on Image and Video Processing, and Artificial Intelligence
Ruidan Su, Editor(s)

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