IMAGE CLASSIFICATION METHOD USING SPIKE NEURAL NETWORK WITH SYNAPTIC PLASTICITY AND MACHINE LEARNING ALGORITHM Russian patent published in 2024 - IPC G06N3/02 G06T1/40 G06V10/40 

FIELD: artificial intelligence; digital image processing.

SUBSTANCE: technical result is achieved due to: obtaining images using a photofixation device or image accumulation in the form of a database with an image class marking, transforming images using a spike neural network with synaptic plasticity into a universal new feature space, training and classification of a new feature space of images using a machine learning algorithm on a computing device and outputting the result on the display device. Invention provides separation of image classification process into stages, having the possibility of being implemented in the form of a microelectronic chip to form a new feature space and a computing device for image classification using different versions of the latter (microcomputer, personal computer, server).

EFFECT: automation of image classification due to formation of feature space using neuromorphic algorithm.

2 cl, 8 dwg