79 citations · 248 across the 19 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
q-bio.PE2020
Synchronization within synchronization: transients and intermittency in ecological networks
Huawei Fan, Ling-Wei Kong, Xingang Wang +2
Transients are fundamental to ecological systems with significant implications to management, conservation, and biological control. We uncover a type of transient synchronization b…
cs.NE2020★ 19 cited
Transfer learning of chaotic systems
Yali Guo, Han Zhang, Liang Wang +2
Can a neural network trained by the time series of system A be used to predict the evolution of system B? This problem, knowing as transfer learning in a broad sense, is of great i…
cs.LG2020★ 1 cited
Long-term prediction of chaotic systems with recurrent neural networks
Huawei Fan, Junjie Jiang, Chun Zhang +2
Reservoir computing systems, a class of recurrent neural networks, have recently been exploited for model-free, data-based prediction of the state evolution of a variety of chaotic…