Artificial Neural Networks and Machine Learning -- ICANN 2012 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I /

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...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Villa, Alessandro (Editor ), Duch, Wlodzislaw (Editor ), Erdi, Peter (Editor ), Masulli, Francesco (Editor ), Palm, Günther (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Theoretical Computer Science and General Issues, 7552
Temas:
Artificial intelligence.
Computer science.
Algorithms.
Pattern recognition systems.
Application software.
Computer vision.
Artificial Intelligence.
Theory of Computation.
Automated Pattern Recognition.
Computer and Information Systems Applications.
Computer Vision.
Acceso en línea:Texto Completo
Descripción
Sumario: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.
Descripción Física:XXVII, 739 p. 303 illus. online resource.
ISBN:9783642332692
ISSN:2512-2029 ;

Ejemplares similares