Implementing Many to One RNN in Keras









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I have a model with multiple SimpleRNNs. I need to pass the context of first RNN and second input to the second RNN, then the context of this RNN(second one) along with third input to third RNN and so on.
i.e




input1 + nothing -> SimpleRNN(hidden1)



input2 + hidden1 -> SimpleRNN(hidden2)



input3 + hidden2 -> SimpleRNN(hidden3)




How can I do this in keras? I am using functional API.






rnn many-to-one keras-layer







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    up vote
    0
    down vote

    favorite












    I have a model with multiple SimpleRNNs. I need to pass the context of first RNN and second input to the second RNN, then the context of this RNN(second one) along with third input to third RNN and so on.
    i.e




    input1 + nothing -> SimpleRNN(hidden1)



    input2 + hidden1 -> SimpleRNN(hidden2)



    input3 + hidden2 -> SimpleRNN(hidden3)




    How can I do this in keras? I am using functional API.






    rnn many-to-one keras-layer







    share|improve this question























      up vote
      0
      down vote

      favorite









      up vote
      0
      down vote

      favorite











      I have a model with multiple SimpleRNNs. I need to pass the context of first RNN and second input to the second RNN, then the context of this RNN(second one) along with third input to third RNN and so on.
      i.e




      input1 + nothing -> SimpleRNN(hidden1)



      input2 + hidden1 -> SimpleRNN(hidden2)



      input3 + hidden2 -> SimpleRNN(hidden3)




      How can I do this in keras? I am using functional API.






      rnn many-to-one keras-layer







      share|improve this question













      I have a model with multiple SimpleRNNs. I need to pass the context of first RNN and second input to the second RNN, then the context of this RNN(second one) along with third input to third RNN and so on.
      i.e




      input1 + nothing -> SimpleRNN(hidden1)



      input2 + hidden1 -> SimpleRNN(hidden2)



      input3 + hidden2 -> SimpleRNN(hidden3)




      How can I do this in keras? I am using functional API.






      rnn many-to-one keras-layer




      rnn many-to-one keras-layer






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked 18 hours ago









      yamini goel

      297




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