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For help! How to realize the recursion into Python neural network data?

Time:09-27

Is such, the younger brother is a novice novices, recently doing a topic about neural network, using CNN + recursive framework to predict timing, encounter a problem, I don't know how to describe is better, as shown in figure a, I want to do a can realize on CNN network to forecast the data at the same time, to be able to put on an input data input and output data at the same time give return now?
I don't know I don't clear, and an auxiliary graph 2, hope can get everybody's help and grant instruction! Thank you all!
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