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Deductive Association Networks

Authors :
Kim, Seokjun
Jang, Jaeeun
Kim, Hyeoncheol
Publication Year :
2021

Abstract

we introduce deductive association networks(DANs), a network that performs deductive reasoning. To have high-dimensional thinking, combining various axioms and putting the results back into another axiom is necessary to produce new relationships and results. For example, it would be given two propositions: "Socrates is a man." and "All men are mortals." and two propositions could be used to infer the new proposition, "Therefore Socrates is mortal.". To evaluate, we used MNIST Dataset, a handwritten numerical image dataset, to apply it to the group theory and show the results of performing deductive learning.<br />Comment: A simple experiment was conducted as a series of artificial association networks

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2111.01431
Document Type :
Working Paper