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.
@article{arxiv.2111.01431,
title = {Deductive Association Networks},
author = {Seokjun Kim and Jaeeun Jang and Hyeoncheol Kim},
journal= {arXiv preprint arXiv:2111.01431},
year = {2021}
}
Comments
A simple experiment was conducted as a series of artificial association networks