multi input and multi output LSTM

Question

Mostafa Aghaie 2022-8-18

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1781530-multi-input-and-multi-output-lstm

回答： Yash Sharma 2024-7-5，4:55

Hello,Dears

I want to create LSTM with multiple inputs and multiple outputs for example (y1(t),y2(t),y3(t))=(x1(t),x2(t),x3(t),x4(t),y1(t-1),y2(t-1),y3(t-1)), but I can't find any documentation about it.

Can anyone share anything on this?

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Answer 1

Yash Sharma 2024-7-5，4:55

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https://ww2.mathworks.cn/matlabcentral/answers/1781530-multi-input-and-multi-output-lstm#answer_1481496

You can train a multi-output LSTM network using a custom training loop. Here is an example of how to train a network with multiple outputs: https://www.mathworks.com/help/deeplearning/ug/train-network-with-multiple-outputs.html

You may also find this doc page helpful: https://www.mathworks.com/help/deeplearning/ug/multiple-input-and-multiple-output-networks.html.