Publisher: Springer; 2012 edition (August 22, 2012)
Format: PDF / Kindle / ePub
Size: 7.6 MB
Downloadable formats: PDF
The two-volume set LNCS 7552 + 7553 constitutes the court cases of the twenty second foreign convention on synthetic Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers integrated within the complaints have been conscientiously reviewed and chosen from 247 submissions. they're prepared in topical sections named: theoretical neural computation; details and optimization; from neurons to neuromorphism; spiking dynamics; from unmarried neurons to networks; complicated firing styles; circulation and movement; from sensation to conception; item and face reputation; reinforcement studying; bayesian and echo nation networks; recurrent neural networks and reservoir computing; coding architectures; interacting with the mind; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; education and studying; inference and popularity; aid vector machines; self-organizing maps and clustering; clustering, mining and exploratory research; bioinformatics; and time weries and forecasting.
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