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

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

Paperback

Series: Studies in Computational Intelligence, Book 910

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3030562778
ISBN13: 9783030562779
Publisher: Springer Nature
Published: Aug 25 2021
Pages: 145
Weight: 0.54
Height: 0.36 Width: 6.14 Depth: 9.21
Language: English
Introduction.- The Gap between Symbolic and Connectionist Approaches.- Spatializing Symbolic Structures for the Gap.- The Criteria, Challenges, and the Back-Propagation Method.- Design Principles of Geometric Connectionist Machines.- A Geometric Connectionist Machine for Word-Senses.- Geometric Connectionist Machines for Triple Classification.- Conclusions & Outlooks.

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