Solving differential equations with nonlinear perceptron - Digital Library of Zielona Góra

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Title: Solving differential equations with nonlinear perceptron

Creator:

Szczepaniak, Piotr S. ; Lis, Bartosz

Date:

Resource Type:

Contributor:

Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.

Group publication title:

AMCS, volume 8 (1998)

Abstract:

The work concerns training neural networks for approximate mappings being solutions to differential equations, especially partial-differential equations. The presented approaches fall into two categories. In the first one, backpropagation training is combined with an arbitrary numerical method used for obtaining tabulated solutions to the equations for training sequences. In the other, the neural network is forced to suggest a solution to the equation and to keep on improving that mapping during the backpropagation process. The other approach implies certain modifications in the structures of the neural network, neuron and neural signals.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Resource Identifier:

oai:zbc.uz.zgora.pl:58057

Pages:

Source:

AMCS, volume 8, number 3 (1998) ; click here to follow the link

Language:

Rights:

Biblioteka Uniwersytetu Zielonogórskiego

Subject and keywords:

sterowanie sterowanie-teoria sztuczna inteligencja matematyka stosowana informatyka

Object collections:

Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering

Digital Library of Zielona Góra > Repository > Types of work > Articles

Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1998)

Last modified:

Nov 5, 2024

In our library since:

Dec 22, 2020

Number of object content hits:

177

All available object's versions:

https://www.zbc.uz.zgora.pl/publication/64664

Show description in RDF format:

Show description in OAI-PMH format:

International Journal of Applied Mathematics and Computer Science (AMCS)

Edition name	Date
Solving differential equations with nonlinear perceptron	Nov 5, 2024

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