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

By Tiansi Dong

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3030562778
• ISBN13: 9783030562779
• Release Date: August 2021
• Publisher: Springer
• Length: 145 Pages
• Weight: 0.54 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"