Titlebook: A Geometric Approach to the Unification of Symbolic Structures and Neural Networks; Tiansi Dong Book 2021 The Editor(s) (if applicable) an

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Albtr?ume in der Psychotherapieearning systems simulates, dictates that any given data would be put into a coherent story, even at the cost of logic. Another system of the mind (System 2) manages logical thinking by following rules and structures, which symbolic AI?simulates. How to combine Deep Learning with symbolic structures remains an open debate.

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https://doi.org/10.1007/978-3-476-99425-7res tree-structured hypernym relations. Each .-Ball represents a word-sense. One .-Ball is contained by another .-Ball, if and only if the word-sense?represented by the first .-Ball is a hyponym of the word-sense?represented by the second .-Ball.

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A Geometric Approach to the Unification of Symbolic Structures and Neural Networks978-3-030-56275-5Series ISSN 1860-949X Series E-ISSN 1860-9503

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The Transmission of Genetic Inheritance, symbolic structures and rules, in which thinking is reviewed as symbolic manipulation. Associated with this paradigm are features such as .. The connectionist approach is inspired by the physiology of the mind, in which thinking is reviewed as information fusion and transfer of a large network of neurons.

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Zur Wertungs- und Forschungsgeschichte,on reach 100%? We will create a new type of Geometric Connectionist Machines for Triple Classification task in Knowledge Graph reasoning. Our key question is: How shall we spatialize labeled tree structures onto vector embeddings?

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978-3-030-56277-9The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl