Pedro Gonnet

Indylstms: Independently Recurrent LSTMS

We introduce Independently Recurrent Long Short-term Memory cells: IndyLSTMs. These differ from regular LSTM cells in that the recurrent weights are not modeled as a full matrix, but as a diagonal matrix, i.e. the output and state of each LSTM cell depends on the inputs and its own output/state, as…