Talk:f17Stat946PaperSignUp: Difference between revisions
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= Introduction = | |||
= Model = | |||
=== Theory of Recurrent Neural Networks === | |||
=== RNN Architecture by Graves, 2013 === | |||
=== Long Short-Term Memory Recurrent Neural Network (LSTM) === | |||
=== Input and Output Data Transformation === | |||
= Training and Results = | |||
=== Training Method === | |||
=== Scoring Method === | |||
=== Results === | |||
=== Some developments of LSTM === | |||
=== Open questions === | |||
= Source = | |||
Sutskever, I. Vinyals, O. & Le. Q. V. Sequence to sequence learning | |||
with neural networks. In Proc. Advances in Neural Information | |||
Processing Systems 27 3104–3112 (2014). | |||
<references /> | |||
Revision as of 12:43, 17 October 2017
Introduction
Model
Theory of Recurrent Neural Networks
RNN Architecture by Graves, 2013
Long Short-Term Memory Recurrent Neural Network (LSTM)
Input and Output Data Transformation
Training and Results
Training Method
Scoring Method
Results
Some developments of LSTM
Open questions
Source
Sutskever, I. Vinyals, O. & Le. Q. V. Sequence to sequence learning with neural networks. In Proc. Advances in Neural Information Processing Systems 27 3104–3112 (2014). <references />