Study of the influence of synaptic plasticity on the formation of a feature space by a spiking neural network

The purpose of this study is to study the influence of synaptic plasticity on excitatory and inhibitory synapses on the formation of the feature space of the input image on the excitatory and inhibitory layers of neurons in a spiking neural network. Methods. To simulate the dynamics of the neuron,...

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Bibliographic Details
Main Authors: Lebedev, Andrey Aleksandrovich, Kazantsev, Viktor Borisovich, Stasenko, Sergey Victorovich
Format: Article
Language:English
Published: Saratov State University 2024-03-01
Series:Известия высших учебных заведений: Прикладная нелинейная динамика
Subjects:
Online Access:https://andjournal.sgu.ru/sites/andjournal.sgu.ru/files/text-pdf/2024/03/and_2024-2_lebedev-et-al_253-267.pdf