7.1k citations · 7.4k across the 6 of their papers we have counts for
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cs.NE2015★ 7.1k cited
LSTM: A Search Space Odyssey
Klaus Greff, Rupesh Kumar Srivastava, Jan Koutník +2
Several variants of the Long Short-Term Memory (LSTM) architecture for recurrent neural networks have been proposed since its inception in 1995. In recent years, these networks hav…
cs.NE2014★ 284 cited
A Clockwork RNN
Jan Koutník, Klaus Greff, Faustino Gomez +1
Sequence prediction and classification are ubiquitous and challenging problems in machine learning that can require identifying complex dependencies between temporally distant inpu…