iNALU: Improved Neural Arithmetic Logic Unit

Neural networks have to capture mathematical relationships in order to learn various tasks. They approximate these relations implicitly and therefore often do not generalize well. The recently proposed Neural Arithmetic Logic Unit (NALU) is a novel neural architecture which is able to explicitly rep...

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Bibliographic Details
Main Authors: Daniel Schlör, Markus Ring, Andreas Hotho
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/frai.2020.00071/full