70 citations · 164 across the 35 of their papers we have counts for
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cs.LG2018★ 12 cited
Frequency Principle in Deep Learning with General Loss Functions and Its Potential Application
Zhi-Qin John Xu
Previous studies have shown that deep neural networks (DNNs) with common settings often capture target functions from low to high frequency, which is called Frequency Principle (F-…
q-bio.NC2018
Swift Two-sample Test on High-dimensional Neural Spiking Data
Zhi-Qin John Xu, Douglas Zhou, David Cai
To understand how neural networks process information, it is important to investigate how neural network dynamics varies with respect to different stimuli. One challenging task is…