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Pregled bibliografske jedinice broj: 366061

Zbornik radova

Autori: Antunović, Mladen; Filko, Damir; Hocenski, Željko
Naslov: Parallel Execution of Square Approximation Learning Algorithm for MLP Neural Networks
( Parallel Execution of Square Approximation Learning Algorithm for MLP Neural Networks )
Izvornik: 16th Mediterranean Conference on Control and AutomationAjaccio, France : IEEE , 2008. 1816-1821 (ISBN: 978-1-4244-2505-1).
Skup: 16th Mediterranean Conference on Control and Automation
Mjesto i datum: Ajaccio, Corsica, France, June 25-27, 2008
Ključne riječi: neural network; learning algorithm; gradient method; parallel execution; time efficiency; Hessian
( neural network; learning algorithm; gradient method; parallel execution; time efficiency; Hessian )
Sažetak:
This work gives improvement of gradient learning algorithms for adjusting neural network weights. Suggested improvement results in alternative method that converge in less iteration and is inherently parallel, convenient for implementation on computer grid. Experimental results show time savings in multiple thread execution for a wide range of MLP neural network parameters, such as size of input/output data matrix, number of neurons and layers.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 165-0361621-2000
Izvorni jezik: eng
Kategorija: Znanstveni
Znanstvena područja:
Elektrotehnika,Računarstvo
Upisao u CROSBI: mladen@etfos.hr (mladen@etfos.hr), 22. Ruj. 2008. u 14:09 sati



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