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Studies in Computational Intelligence

A Geometric Approach to the Unification of Symbolic Structures and Neural Networks

Authors: Dong, Tiansi

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  • Presents a Geometric Approach to The Unification of Symbolic Structures and Neural Networks
  • Presents an up-to-date (as well as historical) look at the symbolic processing
  • Incorporates recent advances and new perspectives, thus leading to promising new methods and new approaches
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eBook $109.00
price for USA in USD
  • ISBN 978-3-030-56275-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
About this book

The unification of symbolist and connectionist models is a major trend in AI. The key is to keep the symbolic semantics unchanged. Unfortunately, present embedding approaches cannot. The approach in this book makes the unification possible. It is indeed a new and promising approach in AI. -Bo Zhang, Director of AI Institute, Tsinghua
It is indeed wonderful to see the reviving of the important theme Nural Symbolic Model. Given the popularity and prevalence of deep learning, symbolic processing is often neglected or downplayed. This book confronts this old issue head on, with a historical look, incorporating recent advances and new perspectives, thus leading to promising new methods and approaches. -Ron Sun (RPI), on Governing Board of Cognitive Science Society
Both for language and humor, approaches like those described in this book are the way to snickerdoodle wombats. -Christian F. Hempelmann (Texas A&M-Commerce) on Executive Board of International Society for Humor Studies

Table of contents (9 chapters)

Table of contents (9 chapters)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-030-56275-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
A Geometric Approach to the Unification of Symbolic Structures and Neural Networks
Authors
Series Title
Studies in Computational Intelligence
Series Volume
910
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-56275-5
DOI
10.1007/978-3-030-56275-5
Hardcover ISBN
978-3-030-56274-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XXII, 145
Number of Illustrations
103 b/w illustrations, 45 illustrations in colour
Topics