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Article

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Title

Regularization Theory in the Study of Generalization Ability of a Biological Neural Network Model

Authors

[ 1 ] Instytut Automatyki i Robotyki, Wydział Informatyki, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.2] Automation, electronics and electrical engineering

Year of publication

2019

Published in

Advances in Computational Mathematics

Journal year: 2019 | Journal volume: vol. 45 | Journal number: iss. 143

Article type

scientific article

Publication language

english

Keywords
EN
  • kinetic model of neuron
  • markov kinetic schemes
  • lagrange multipliers
  • generalization ability
  • Image processing
  • noise reduction
Date of online publication

04.01.2019

Pages (from - to)

1793 - 1805

DOI

10.1007/s10444-018-09658-6

License type

CC BY (attribution alone)

Open Access Mode

open journal

Open Access Text Version

final published version

Date of Open Access to the publication

at the time of publication

Ministry points / journal

100

Ministry points / journal in years 2017-2021

100

Impact Factor

1,748

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