Fully connected layers in LSTM regression

Question

Ahmed Elbeltagi 2020-9-27

评论： Ahmed Elbeltagi 2020-9-30

Hello everyone,

Please, i am impementing the LSTM regression using Matlab R 2019b but i have error related to fully connected layers (see the attached screenshot).

Please help me to solve this error.

Thanks

Answer 1

Srivardhan Gadila 2020-9-30

You have to remove the space present between the function name and the parentheses i.e., use the below code instead:

layers = [sequenceInputLayer(inputSize)
    lstmLayer(numHiddenUnits)
    fullyConnectedLayer(numResponses)
    regressionLayer];

Ahmed Elbeltagi 2020-9-30

Thanks sir for your help.

I have used your code and it is working.

Also, i found another error in this code as shown in the attached screenshot image regarding IntialLearningRate and TrainingOptions.

Please chech the error.

Waiting for your support.

Thanks