A Neural Network With Logical Reasoning Based on Auxiliary Inputs

This paper describes a neural network design using auxiliary inputs, namely the indicators, that act as the hints to explain the predicted outcome through logical reasoning, mimicking the human behavior of deductive reasoning. Besides the original network input and output, we add an auxiliary input...

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Bibliographic Details
Main Authors: Fang Wan, Chaoyang Song
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/frobt.2018.00086/full