Regression output for LSTMs?
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Hello,
I am trying to use LSTMlayers to properly predict my current 6 Degree of freedom orientation/position, using my Last Position and acceleration/angular momentum as inputs. My first important question: Is there any way to use LSTM layers with a regression output as of 2017b? Second:If so or if not, are there general implementation ideas for my problem?
thanks in advance.
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Shounak Mitra
2017-10-31
Hi David,
Regression Layers are not supported with 17b release. There are two options that I can think of:
1. Add your own custom regression layer: I understand that it's not convenient but it's not super difficult as well. See the heading 'Define Deep Layers': at https://www.mathworks.com/solutions/deep-learning/examples.html
2. Have you tried using Kalman Filters?
David Kuske
2017-11-2
William Smith
2017-11-14
Creating my own custom regression layer resulted in the same error: "Error using trainNetwork (line 140) Regression is not supported for networks with LSTM layers."
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