no code implementations • 2 Feb 2023 • Yesom Park, Jaemoo Choi, Changyeon Yoon, Chang hoon Song, Myungjoo Kang
Learning underlying dynamics from data is important and challenging in many real-world scenarios.
no code implementations • 25 Nov 2022 • Chang hoon Song, Geonho Hwang, Jun Ho Lee, Myungjoo Kang
In this study, we prove the universality of deep narrow RNNs and show that the upper bound of the minimum width for universality can be independent of the length of the data.