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Stochastic Weight Update in Neural Networks - Peter Sincak
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Peter Sincak:
Stochastic Weight Update in Neural Networks - Livres de poche

ISBN: 3659231029

ID: 10797784473

[EAN: 9783659231025], Neubuch, [PU: LAP Lambert Academic Publishing], PETER SINCAK,RUDOLF JAKSA,JURAJ KOSCáK,NEURAL NETWORKS, Paperback. 104 pages. Dimensions: 8.7in. x 5.9in. x 0.2in.This book is focused on the modification of the Backpropagation Through Time algorithm and its implementation on the Recurrent Neural Networks. Our work is inspired and motivated by the results of the Salvetti and Wilamowski experiment focused on the introduction of stochasticity into Backpropagation algorithm on experiments with the XOR problem. The stochasticity can be embedded into different parts of the BP algorithm. We introduced and implemented different types of BP algorithm modifications, which gradually add more stochasticity to the BP algorithm. The goal of this book is to prove, that this stochastic modification is able to learn efficiently and the results are comparable to classical implementation. This stochasticity also brings a simpler implementation of the algorithm, than the classical one, which is especially useful on the Recurrent Neural Networks. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN.

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Stochastic Weight Update in Neural Networks - Juraj KoScák
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Juraj KoScák:
Stochastic Weight Update in Neural Networks - Livres de poche

2012, ISBN: 3659231029

ID: 20270280131

[EAN: 9783659231025], Neubuch, [PU: LAP Lambert Academic Publishing Sep 2012], Neuware - This book is focused on the modification of the Backpropagation Through Time algorithm and its implementation on the Recurrent Neural Networks. Our work is inspired and motivated by the results of the Salvetti and Wilamowski experiment focused on the introduction of stochasticity into Backpropagation algorithm on experiments with the XOR problem. The stochasticity can be embedded into different parts of the BP algorithm. We introduced and implemented different types of BP algorithm modifications, which gradually add more stochasticity to the BP algorithm. The goal of this book is to prove, that this stochastic modification is able to learn efficiently and the results are comparable to classical implementation. This stochasticity also brings a simpler implementation of the algorithm, than the classical one, which is especially useful on the Recurrent Neural Networks. 104 pp. Englisch

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Agrios-Buch, Bergisch Gladbach, Germany [57449362] [Rating: 5 (von 5)]
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Stochastic Weight Update in Neural Networks: Theoretical study of stochastic neural  networks learning - Juraj KošÄ, Rudolf Jak, Peter SinÄák
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Juraj KošÄ, Rudolf Jak, Peter SinÄák:
Stochastic Weight Update in Neural Networks: Theoretical study of stochastic neural networks learning - Livres de poche

2012, ISBN: 3659231029

Paperback, [EAN: 9783659231025], LAP LAMBERT Academic Publishing, LAP LAMBERT Academic Publishing, Book, [PU: LAP LAMBERT Academic Publishing], 2012-09-10, LAP LAMBERT Academic Publishing, 939082, Computers & Technology, 15677961, Apple, 939614, Certification Central, 939766, Computer Science, 940238, Databases, 11614231011, Digital Audio, Photography & Video, 940342, Graphic Design, 940426, Hardware, 940158, History & Culture, 940696, Home Computing, 940768, Internet & Social Media, 940018, Microsoft, 377602011, Mobile Phones, Tablets & E-Readers, 939330, Networking & Cloud Computing, 940496, Operating Systems, 939856, Programming, 377612011, Project Management, 377605011, Security & Encryption, 939418, Software, 939084, Web Development, 927726, Subjects, 916520, Books

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Stochastic Weight Update in Neural Networks - Juraj Ko K., Peter Sin K., Rudolf Jak a.
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Juraj Ko K., Peter Sin K., Rudolf Jak a.:
Stochastic Weight Update in Neural Networks - nouveau livre

ISBN: 9783659231025

Juraj Ko K., Peter Sin K., Rudolf Jak a.,Paperback, English-language edition,Pub by AV Akademikerverlag GmbH & Co. KG. Books Books ~~ Science~~ General Stochastic-Weight-Update-in-Neural-Networks~~Juraj-Ko-k AV Akademikerverlag GmbH & Co. KG.

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Stochastic Weight Update in Neural Networks - Juraj Ko K
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Juraj Ko K:
Stochastic Weight Update in Neural Networks - Livres de poche

ISBN: 9783659231025

Paperback, [PU: LAP Lambert Academic Publishing], Computing: General

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