Error with CNN and RNN network

Question

Darrien Walters 2020-12-3

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评论： Asiya Al-Busaidi 2021-7-22

I am using a CNN and RNN together in matlab i believe my layers are connected properly. The problem i get is when i try to train my network using trainNetwork i get an error stating:

"Error using trainNetwork (line 183)

Invalid training data. For a recurrent layer with output mode 'last', inputs must be cell arrays."

I belive it is to do with my input but I am unsure what how to fix it. The input train input is a 4D double from this error should it be in a different format?

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Asiya Al-Busaidi 2021-7-22

Did you manage to solve this issue?

I have YTrain as catagorial array but still getting the same error msg.

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Answer 1

Abhishek Gupta 2020-12-22

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Hi,

According to the error, you need to input cell array datatype to your network. This is because the recurrent layer with output mode 'last' in your network only takes the input of datatype cell arrays.

You can use num2cell() function to convert a double array to a cell array.