Artificial Neural Networks and Machine Learning -- ICANN 2014 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014, Proceedings /

The book constitutes the proceedings of the 24th International Conference on Artificial Neural Networks, ICANN 2014, held in Hamburg, Germany, in September 2014. The 107 papers included in the proceedings were carefully reviewed and selected from 173 submissions. The focus of the papers is on follow...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Wermter, Stefan (Editor ), Weber, Cornelius (Editor ), Duch, Wlodzislaw (Editor ), Honkela, Timo (Editor ), Koprinkova-Hristova, Petia (Editor ), Magg, Sven (Editor ), Palm, Günther (Editor ), Villa, Allessandro E.P (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Theoretical Computer Science and General Issues, 8681
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
Tabla de Contenidos:
  • Recurrent Networks
  • Sequence Learning
  • Echo State Networks
  • Recurrent Network Theory
  • Competitive Learning and Self-Organisation.- Clustering and Classification
  • Trees and Graphs
  • Human-Machine Interaction
  • Deep Networks.- Theory
  • Optimization
  • Layered Networks
  • Reinforcement Learning and Action
  • Vision
  • Detection and Recognition
  • Invariances and Shape Recovery
  • Attention and Pose Estimation
  • Supervised Learning
  • Ensembles
  • Regression
  • Classification
  • Dynamical Models and Time Series
  • Neuroscience
  • Cortical Models
  • Line Attractors and Neural Fields
  • Spiking and Single Cell Models
  • Applications
  • Users and Social Technologies
  • Demonstrations.

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