{"product_id":"a-geometric-approach-to-the-unification-of-symbolic-structures-and-neural-networks-9783030562748","title":"A Geometric Approach to the Unification of Symbolic Structures and Neural Networks","description":"\u003cp\u003e • Author(s): Tiansi Dong\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Engineering (General)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIntroduction.- 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 \u0026amp; Outlooks.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45281965179031,"sku":"9783030562748","price":9548.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030562748.webp?v=1769300738","url":"https:\/\/atlanticbooks.com\/products\/a-geometric-approach-to-the-unification-of-symbolic-structures-and-neural-networks-9783030562748","provider":"Atlantic Books","version":"1.0","type":"link"}