2 papers
nlin.AO2025
Tempological Control of Network Dynamics
Yuanzhao Zhang, Sean P. Cornelius
Feedback control is an effective strategy for stabilizing a desired state and has been widely adopted in maintaining the stability of systems such as flying birds and power grids.…
cs.LG2024
How more data can hurt: Instability and regularization in next-generation reservoir computing
Yuanzhao Zhang, Edmilson Roque dos Santos, Huixin Zhang +1
It has been found recently that more data can, counter-intuitively, hurt the performance of deep neural networks. Here, we show that a more extreme version of the phenomenon occurs…