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…
cs.LG2020
Consequences of Slow Neural Dynamics for Incremental Learning
Shima Rahimi Moghaddam, Fanjun Bu, Christopher J. Honey
In the human brain, internal states are often correlated over time (due to local recurrence and other intrinsic circuit properties), punctuated by abrupt transitions. At first glan…