Artificial Neural Networks and Machine Learning -- ICANN 2012: 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, . Part II (Lecture Notes in Computer Science)

Alessandro Villa, Wlodzislaw Duch, P�ter �rdi, Francesco Masulli, G�nther Palm

ISBN 10: 364233265X / ISBN 13: 9783642332654

Published by Springer 2012-08-08, 2012

About this Item

Seller Inventory # 6666-IUK-9783642332654

Bibliographic Details

• Title: Artificial Neural Networks and Machine Learning -- ICANN 2012: 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, . Part II (Lecture Notes in Computer Science)
• Publisher: Springer 2012-08-08
• Publication Date: 2012
• Language: English
• ISBN 10: 364233265X
• ISBN 13: 9783642332654
• Binding: Paperback
• Condition: New

About this title

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.