Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network

9 Aug 2018Alex Sherstinsky

Because of their effectiveness in broad practical applications, LSTM networks have received a wealth of coverage in scientific journals, technical blogs, and implementation guides. However, in most articles, the inference formulas for the LSTM network and its parent, RNN, are stated axiomatically, while the training formulas are omitted altogether... (read more)

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