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What is: Multiplicative LSTM?

SourceMultiplicative LSTM for sequence modelling
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

A Multiplicative LSTM (mLSTM) is a recurrent neural network architecture for sequence modelling that combines the long short-term memory (LSTM) and multiplicative recurrent neural network (mRNN) architectures. The mRNN and LSTM architectures can be combined by adding connections from the mRNN’s intermediate state m_tm\_{t} to each gating units in the LSTM.