153 citations · 305 across the 8 of their papers we have counts for
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cs.AI2017★ 8 cited
Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization
Wei Zhang, Bowen Zhou
Learning to remember long sequences remains a challenging task for recurrent neural networks. Register memory and attention mechanisms were both proposed to resolve the issue with…
cs.AI2015★ 9 cited
Structured Memory for Neural Turing Machines
Wei Zhang, Yang Yu, Bowen Zhou
Neural Turing Machines (NTM) contain memory component that simulates "working memory" in the brain to store and retrieve information to ease simple algorithms learning. So far, onl…