How to Use RegressionLayer in LSTM of Nerual Network Toolbox?

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yan zhuang
yan zhuang 2017-11-15
回答： Wentao Du 2018-3-15
  • I want to build a network:
  • input layer:64 units ----> hidden layer (LSTM): 1024 units ----> output layer(Fully connect + softmax):64 units
  • output's type is a float number in [0,1]
  • The question is how can i use lstm in Nerual Network Toolbox to build a network

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回答（2 个）

Wentao Du
Wentao Du 2017-11-20
Wentao Du
Wentao Du 2018-3-15
In the newest release of MATLAB R2018a, LSTM can be used for regression problems: https://www.mathworks.com/help/releases/R2018a/nnet/release-notes.html
For an example showing how to forecast future values in a time series, see Time Series Forecasting Using Deep Learning .
For an example showing how to create an LSTM network for sequence-to-sequence regression, see Sequence-to-Sequence Regression Using Deep Learning .

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