How to train LSTM

Hi, Im trying to train a LSTM neural network with sensors data that is used in realtime applications. But I cant write a piece of code for training the Network and put in in my main code. Would you please help to solve this problem?

Answer 1

[Kojiro Saito]

From R2017b, lstmLayer was introduced. In order to train the LSTM network, trainNetwork function will be used.

In documentation, there are a couple of examples of LSTM for time series data and it's better to start with these examples.

• Time Series Forecasting Using Deep Learning
• Sequence-to-Sequence Regression Using Deep Learning
• Sequence-to-Sequence Classification Using Deep Learning

[NGR MNFD]

hello dear.Thank you for your help. But boldly, I want to run this code inside MATLAB 2014. What command or function should I add to it? Because my laptop model is low and hangs by installing a higher version.

Answer 2

[NGR MNFD]

Hello . I hope you have a good day. I sent the article to your service. I implemented the coding part in the MATLAB software, but to implement my network, two lines of setlayers, training MATLAB 2014 give me an error. What other function do you think I should replace? Do you think the codes I wrote are correct?( I used gait-in-neurodegenerative-disease-database in physionet website.) Thanks a lot