Investigation of generalization ability of a trained stochastic kinetic model of neuron

Aleksandra Świetlicka; Krzysztof Kolanowski; Rafał Kapela; Mirosław Galicki; Andrzej Rybarczyk

doi:10.1016/j.amc.2017.01.058

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Title

Investigation of generalization ability of a trained stochastic kinetic model of neuron

Authors

Aleksandra Świetlicka (WI) ^{[ 1 ][ 2.2 ][ P ]}
Krzysztof Kolanowski (WI) ^{[ 1 ][ 2.2 ][ P ]}
Rafał Kapela (WI) ^{[ 1 ][ 2.2 ][ P ]}
Mirosław Galicki
Andrzej Rybarczyk (WI) ^{[ 2 ][ P ]}

^{[ 1 ]} Instytut Automatyki i Robotyki, Wydział Informatyki, Politechnika Poznańska | ^{[ 2 ]} Katedra Inżynierii Komputerowej, Wydział Informatyki, Politechnika Poznańska | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.2] Automation, electronics and electrical engineering

Year of publication

2018

Published in

Applied Mathematics and Computation

Journal year: 2018 | Journal volume: vol. 319

Article type

scientific article

Publication language

english

Keywords

EN

kinetic model of neuron
Markov kinetic schemes
gradient descent
generalization ability
image processing
noise reduction

Pages (from - to)

115 - 124

DOI

10.1016/j.amc.2017.01.058

Ministry points / journal

40

Ministry points / journal in years 2017-2021

40

Impact Factor

3,092

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