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

by Tiansi Dong
Save 35% Save 35%
Current price ₹9,548.00
Original price ₹14,689.00
Original price ₹14,689.00
Original price ₹14,689.00
(-35%)
₹9,548.00
Current price ₹9,548.00

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Book cover type: Hardcover
  • ISBN13: 9783030562748
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 145
  • Original Price: EUR 129.99
  • Language: English
  • Edition: 2021
  • Item Weight: 413 grams
  • BISAC Subject(s): Engineering (General), Artificial Intelligence / General, and Applied

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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