3.6k citations · 10k across the 28 of their papers we have counts for
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cs.NE2016★ 105 cited
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, Benigno Uria +2
We investigate a new method to augment recurrent neural networks with extra memory without increasing the number of network parameters. The system has an associative memory based o…
cs.NE2015★ 290 cited
Grid Long Short-Term Memory
Nal Kalchbrenner, Ivo Danihelka, Alex Graves
This paper introduces Grid Long Short-Term Memory, a network of LSTM cells arranged in a multidimensional grid that can be applied to vectors, sequences or higher dimensional data…