60 citations · 123 across the 8 of their papers we have counts for
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cs.LG2021★ 11 cited
Slower is Better: Revisiting the Forgetting Mechanism in LSTM for Slower Information Decay
Hsiang-Yun Sherry Chien, Javier S. Turek, Nicole Beckage +3
Sequential information contains short- to long-range dependencies; however, learning long-timescale information has been a challenge for recurrent neural networks. Despite improvem…
math.DS2021★ 10 cited
Phase and amplitude dynamics of coupled oscillator systems on complex networks
Jae Hyung Woo, Christopher J. Honey, Joon-Young Moon
We investigated the locking behaviors of coupled limit-cycle oscillators with phase and amplitude dynamics. We focused on how the dynamics are affected by inhomogeneous coupling st…