35 citations · 53 across the 6 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 2 cited
Model-free prediction of spatiotemporal dynamical systems with recurrent neural networks: Role of network spectral radius
Junjie Jiang, Ying-Cheng Lai
A common difficulty in applications of machine learning is the lack of any general principle for guiding the choices of key parameters of the underlying neural network. Focusing on…
math.DS2019★ 35 cited
Irrelevance of linear controllability to nonlinear dynamical networks
Junjie Jiang, Ying-Cheng Lai
There has been tremendous development of linear controllability of complex networks. Real-world systems are fundamentally nonlinear. Is linear controllability relevant to nonlinear…
cs.SI2019★ 7 cited
A model for meme popularity growth in social networking systems based on biological principle and human interest dynamics
Le-Zhi Wang, Zhi-Dan Zhao, Jun-Jie Jiang +4
We analyze five big data sets from a variety of online social networking (OSN) systems and find that the growth dynamics of meme popularity exhibit characteristically different beh…