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

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Description

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
Release date Australia
August 25th, 2021
Author
Audience
  • Professional & Vocational
Edition
1st ed. 2021
Illustrations
45 Illustrations, color; 103 Illustrations, black and white; XXII, 145 p. 148 illus., 45 illus. in color.
Pages
145
ISBN-13
9783030562779
Product ID
35209240

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