Regularization of automatic training of Mahalanobis neurons for small samples of examples of the “Own” image

The paper considers the problem of regularization of automatic stable training of networks of artificial Mahalanobis neurons that simultaneously perform recognition of the “Own” image.

Bibliographic Details
Main Authors: Zolotareva T.A., Ivanov A.I., Selishchev O.V., Skudnev D.M.
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/84/e3sconf_TPACEE2020_01024.pdf