Neural Networks Fail to Learn Periodic Functions and How to Fix It

Ziyin Liu, Tilman Hartwig, Masahito Ueda. Neural Networks Fail to Learn Periodic Functions and How to Fix It. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Abstract

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