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About this book

Hybrid neural systems are computational systems which are based mainly on artificial neural networks and allow for symbolic interpretation or interaction with symbolic components. This book is derived from a workshop held during the NIPS'98 in Denver, Colorado, USA, and competently reflects the state of the art of research and development in hybrid neural systems.
The 26 revised full papers presented together with an introductory overview by the volume editors have been through a twofold process of careful reviewing and revision. The papers are organized in the following topical sections: structured connectionism and rule representation; distributed neural architectures and language processing; transformation and explanation; robotics, vision, and cognitive approaches.

Table of contents (27 chapters)

Table of contents (27 chapters)
  • An Overview of Hybrid Neural Systems

    Wermter, Stefan (et al.)

    Pages 1-13

  • Layered Hybrid Connectionist Models for Cognitive Science

    Feldman, Jerome (et al.)

    Pages 14-27

  • Types and Quantifiers in SHRUTI – A Connectionist Model of Rapid Reasoning and Relational Processing

    Shastri, Lokendra

    Pages 28-45

  • A Recursive Neural Network for Reflexive Reasoning

    Hölldobler, Steffen (et al.)

    Pages 46-62

  • A Novel Modular Neural Architecture for Rule-Based and Similarity-Based Reasoning

    Bogacz, Rafal (et al.)

    Pages 63-77

Buy this book

eBook $129.00
price for USA in USD (gross)
  • ISBN 978-3-540-46417-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.99
price for USA in USD
  • ISBN 978-3-540-67305-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Hybrid Neural Systems
Editors
  • Stefan Wermter
  • Ron Sun
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1778
Copyright
2000
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-46417-4
DOI
10.1007/10719871
Softcover ISBN
978-3-540-67305-7
Edition Number
1
Number of Pages
IX, 408
Topics