Pattern recognition by pattern inversion

Alexei Mikhailov; Mikhail Karavay

doi:10.1117/12.2539069

27 November 2019 Pattern recognition by pattern inversion

Alexei Mikhailov, Mikhail Karavay

Proceedings Volume 11321, 2019 International Conference on Image and Video Processing, and Artificial Intelligence; 113211Q (2019) https://doi.org/10.1117/12.2539069
Event: The Second International Conference on Image, Video Processing and Artifical Intelligence, 2019, Shanghai, China

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.

Citation Download Citation

Alexei Mikhailov and Mikhail Karavay "Pattern recognition by pattern inversion", Proc. SPIE 11321, 2019 International Conference on Image and Video Processing, and Artificial Intelligence, 113211Q (27 November 2019); https://doi.org/10.1117/12.2539069

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