neural-gpu

This paper explores extensions and limitations of the Neural GPU model, demonstrating improvements through curriculum design and scaling, enabling it to learn arithmetic operations on decimal numbers and long expressions while identifying failure modes on symmetric inputs analogous to adversarial examples.