MATLAB: How to train LSTM

Question

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

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