131 citations · 276 across the 9 of their papers we have counts for
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cs.LG2021★ 4 cited
Edge of chaos as a guiding principle for modern neural network training
Lin Zhang, Ling Feng, Kan Chen +1
The success of deep neural networks in real-world problems has prompted many attempts to explain their training dynamics and generalization performance, but more guiding principles…
cs.LG2019★ 3 cited
Optimal Machine Intelligence at the Edge of Chaos
Ling Feng, Lin Zhang, Choy Heng Lai
It has long been suggested that the biological brain operates at some critical point between two different phases, possibly order and chaos. Despite many indirect empirical evidenc…