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RNN > vanilla RNN > LSTM RNNとの違い?

Last updated at Posted at 2016-11-05

Recurrent Neural Networks (RNNs) 関連。

For now, just be aware of the fact that vanilla RNNs trained with BPTT have difficulties learning long-term dependencies (e.g. dependencies between steps that are far apart) due to what is called the vanishing/exploding gradient problem.

tutorialなどで耳にしてきたvanilla RNN。

How to choose between plain vanilla RNN and LSTM RNN when modelling a time series?

という質問。

色々な回答やコメントがついている。

現段階では、LSTMはRNNの学習方法?のようなものと認識していたが、vanilla RNNとLSTM RNNという2種類のものがあるのだろうか。

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