most citedLearning Division with Neural Arithmetic Logic Modules

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cs.LG2022

Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity

Bhumika Mistry, Katayoun Farrahi, Jonathon Hare

Multilayer Perceptrons struggle to learn certain simple arithmetic tasks. Specialist neural modules for arithmetic can outperform classical architectures with gains in extrapolatio…