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The recurrent.jl file already has implementations for RNN, LSTM and GRU layer, and I'm starting to work on implementing my own SRU to use in Julia as well. Its based on this paper. I thought this could be of general usage as well
Possible Implementation
I don't have any code yet so far for it, so heres the attached pseudocode for a single layer: