Artificial Neural Networks and Machine Learning -- ICANN 2012

Artificial Neural Networks and Machine Learning -- ICANN 2012

AngličtinaMäkká väzbaTlač na objednávku
Springer, Berlin
EAN: 9783642332654
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Podrobné informácie

The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation; information and optimization; from neurons to neuromorphism; spiking dynamics; from single neurons to networks; complex firing patterns; movement and motion; from sensation to perception; object and face recognition; reinforcement learning; bayesian and echo state networks; recurrent neural networks and reservoir computing; coding architectures; interacting with the brain; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; training and learning; inference and recognition; support vector machines; self-organizing maps and clustering; clustering, mining and exploratory analysis; bioinformatics; and time weries and forecasting.
EAN 9783642332654
ISBN 364233265X
Typ produktu Mäkká väzba
Vydavateľ Springer, Berlin
Dátum vydania 8. augusta 2012
Stránky 590
Jazyk English
Rozmery 235 x 155
Krajina Germany
Čitatelia Professional & Scholarly
Ilustrácie XXVIII, 590 p. 172 illus.
Editori Duch, Włodzisław; Erdi, Peter; Masulli Francesco; Palm, Gunther; Villa, Alessandro
Edícia 2012 ed.
Séria Lecture Notes in Computer Science