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R/layers-recurrent.R

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@@ -239,7 +239,7 @@ layer_cudnn_gru <- function(object, units,
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#' @template roxlate-recurrent-layer
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#'
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#' @section References:
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#' - [Long short-term memory](https://www.bioinf.jku.at/publications/older/2604.pdf) (original 1997 paper)
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#' - [Long short-term memory](http://www.bioinf.jku.at/publications/older/2604.pdf) (original 1997 paper)
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#' - [Supervised sequence labeling with recurrent neural networks](https://www.cs.toronto.edu/~graves/preprint.pdf)
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#' - [A Theoretically Grounded Application of Dropout in Recurrent Neural Networks](https://arxiv.org/abs/1512.05287)
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#'
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#' @inheritParams layer_dense
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#'
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#' @section References:
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#' - [Long short-term memory](https://www.bioinf.jku.at/publications/older/2604.pdf) (original 1997 paper)
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#' - [Long short-term memory](http://www.bioinf.jku.at/publications/older/2604.pdf) (original 1997 paper)
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#' - [Supervised sequence labeling with recurrent neural networks](https://www.cs.toronto.edu/~graves/preprint.pdf)
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#' - [A Theoretically Grounded Application of Dropout in Recurrent Neural Networks](https://arxiv.org/abs/1512.05287)
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#'

man/layer_cudnn_lstm.Rd

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man/layer_lstm.Rd

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vignettes/new-guides/working_with_rnns.Rmd

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[Cho et al., 2014](https://arxiv.org/abs/1406.1078).
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3. `layer_lstm()`, first proposed in
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[Hochreiter & Schmidhuber, 1997](https://www.bioinf.jku.at/publications/older/2604.pdf).
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[Hochreiter & Schmidhuber, 1997](http://www.bioinf.jku.at/publications/older/2604.pdf).
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Here is a simple example of a sequential model that processes sequences of integers,
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embeds each integer into a 64-dimensional vector, then processes the sequence of

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