TY - BOOK ID - 93802279 TI - Artificial Neural Networks and Machine Learning - ICANN 2012 : 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II AU - Villa, Alessandro E. P AU - Duch, Wlodzislaw AU - Erdi, Péter AU - Masulli, Francesco AU - Palm, Günther AU - SpringerLink (Online service) PY - 2012 SN - 9783642332661 PB - Berlin Heidelberg Springer Berlin Heidelberg Imprint Springer DB - UniCat KW - Complex analysis KW - Mathematical statistics KW - Computer science KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Computer. Automation KW - patroonherkenning KW - neuronale netwerken KW - beeldverwerking KW - factoranalyse KW - complexe analyse (wiskunde) KW - machine learning KW - informatica KW - KI (kunstmatige intelligentie) KW - robots UR - https://www.unicat.be/uniCat?func=search&query=sysid:93802279 AB - 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. ER -