20 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.NE2020★ 20 cited
Neural Arithmetic Units
Andreas Madsen, Alexander Rosenberg Johansen
Neural networks can approximate complex functions, but they struggle to perform exact arithmetic operations over real numbers. The lack of inductive bias for arithmetic operations…
cs.LG2019★ 9 cited
Measuring Arithmetic Extrapolation Performance
Andreas Madsen, Alexander Rosenberg Johansen
The Neural Arithmetic Logic Unit (NALU) is a neural network layer that can learn exact arithmetic operations between the elements of a hidden state. The goal of NALU is to learn pe…