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authorGravatar Vinícius Camargo <viniciuscmgo@gmail.com>2018-09-04 19:55:24 -0300
committerGravatar GitHub <noreply@github.com>2018-09-04 19:55:24 -0300
commitd72b4c0d4972c7da2a226c9692dbbd450cac4959 (patch)
tree4c05a107a6fe39f0cf0bb70734b35a90f4a7d2ab /tensorflow/python/ops/rnn_cell_impl.py
parent5cb997a35383bc2832be5a415d72aa950374ebfa (diff)
LSTMCell base article at rnn_cell_impl.py
resubmitting to master branch For discussion see https://github.com/tensorflow/tensorflow/pull/22035
Diffstat (limited to 'tensorflow/python/ops/rnn_cell_impl.py')
-rw-r--r--tensorflow/python/ops/rnn_cell_impl.py6
1 files changed, 3 insertions, 3 deletions
diff --git a/tensorflow/python/ops/rnn_cell_impl.py b/tensorflow/python/ops/rnn_cell_impl.py
index fa13568596..e8698c6359 100644
--- a/tensorflow/python/ops/rnn_cell_impl.py
+++ b/tensorflow/python/ops/rnn_cell_impl.py
@@ -783,10 +783,10 @@ class LSTMCell(LayerRNNCell):
The default non-peephole implementation is based on:
- http://www.bioinf.jku.at/publications/older/2604.pdf
+ https://pdfs.semanticscholar.org/1154/0131eae85b2e11d53df7f1360eeb6476e7f4.pdf
- S. Hochreiter and J. Schmidhuber.
- "Long Short-Term Memory". Neural Computation, 9(8):1735-1780, 1997.
+ Felix Gers, Jürgen Schmidhuber, and Fred Cummins.
+ "Learning to forget: Continual prediction with LSTM." IET, 850-855, 1999.
The peephole implementation is based on: