48 citations · 54 across the 2 of their papers we have counts for
2 papers
cs.CV2016★ 48 cited
Permutation-equivariant neural networks applied to dynamics prediction
Nicholas Guttenberg, Nathaniel Virgo, Olaf Witkowski +2
The introduction of convolutional layers greatly advanced the performance of neural networks on image tasks due to innately capturing a way of encoding and learning translation-inv…
nlin.CD2013★ 6 cited
Slow Stochastic Switching by Collective Chaos of Fast Elements
Hidetoshi Aoki, Kunihiko Kaneko
Coupled dynamical systems with one slow element and many fast elements are analyzed. By averaging over the dynamics of the fast variables, the adiabatic kinetic branch is introduce…