Perspectives of neural-symbolic integration /

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Hammer, Barbara, 1970-, Hitzler, Pascal
Format: eBook
Language:English
Published: Berlin ; New York : Springer, [2007]
Series:Studies in computational intelligence ; v. 77.
Subjects:
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Kernels for strings and graphs / Craig Saunders and Anthony Demco
  • Comparing sequence classification algorithms for protein subcellular localization / Fabrizio Costa, Sauro Menchetti, and Paolo Frasconi
  • Mining structure-activity relations in biological neural networks using NeuronRank / Tayfun Gürel, Luc De Raedt, and Stefan Rotter
  • Adaptive contextual processing of structured data by recursive neural networks: a survey of computational properties / Barbara Hammer, Alessio Micheli, and Alessandro Sperduti
  • Markovian bias of neural-based architectures with feedback connections / Peter Tiňo, Barbara Hammer, and Mikael Bodén
  • Time series prediction with the self-organizing map: a review / Guilherme A. Barreto
  • A dual interaction perspective for robot cognition: grasping as a "Rosetta stone" / Helge Ritter, Robert Haschke, and Jochen J. Steil
  • SHRUTI: a neurally motivated architecture for rapid, scalable inference / Lokendra Shastri
  • The core method: connectionist model generation for first-order logic programs / Sebastian Bader ... [et al.]
  • Learning models on predicate logical theories with neural networks based on topos theory / Helmar Gust, Kai-Uwe Kühnberger, and Peter Geibel
  • Advances in neural-symbolic learning systems: modal and temporal reasoning / Artur S. d'Avila Garcez
  • Connectionist representation of multi-valued logic programs / Ekaterina Komendantskaya, Máire Lane and Anthony Karel Seda.