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lstmrecurrent-neural-networkkeras-layer

LSTM In keras, I can't found Weight of cell term in Keras code

I confuse with Lstm in Keras. I try to map keras code to LSTM equation. I found this weights parameter in Keras code. LSTM Keras code

I think that It's a weights from current weight of cell and recurrent weight of cell.

In the call function in LSTM Keras code I found the statement for calculate i,f,c and o term . calculate I,F,C,O term Lstm in keras

In i term of LSTM equation have W_ci * C_t-1 but I can't find in Keras code.

Could please anyone explain the LSTM equation and Keras code.

Solution

  • This is the LSTM equation please follow this link LSTM equation