METHOD OF PATTERN RECOGNITION IN A SYSTEM OF COUPLED OSCILLATORS Russian patent published in 2019 - IPC G06K9/62 G06N3/04 

Abstract RU 2697947 C1

FIELD: physics.

SUBSTANCE: invention relates to implementation of models of neural networks, and in particular networks based on coupled oscillators, which are pulsed oscillatory neural networks, which can be used for pattern recognition. Method of recognizing images is carried out by using synchronization of oscillators on different high-order harmonics. Recording of memorized images is performed by selection of initial asynchronous state of oscillators, and detection by detection of synchronous state at vector shifts of control parameters of oscillators. Presented method can be implemented at various topologies of links in a network, such "all with all", a star, a ring.

EFFECT: providing memorization and recognition of multiple images.

1 cl, 6 dwg

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RU 2 697 947 C1

Authors

Velichko Andrej Aleksandrovich

Belyaev Maksim Aleksandrovich

Putrolajnen Vadim Vyacheslavovich

Boriskov Petr Petrovich

Dates

2019-08-21Published

2018-06-29Filed