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Artificial Neural Networks and Machine Learning - ICANN 2012

Artificial Neural Networks and Machine Learning - ICANN 2012 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012 : Proceedings - LNCS Sublibrary. SL 1, Theoretical Computer Science and General Issues

2012

Paperback (12 Aug 2012)

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Publisher's Synopsis

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.

Book information

ISBN: 9783642332685
Publisher: Springer Berlin Heidelberg
Imprint: Springer
Pub date:
Edition: 2012
DEWEY: 006.32
DEWEY edition: 23
Language: English
Number of pages: 739
Weight: 1157g
Height: 234mm
Width: 156mm
Spine width: 38mm