How to scale features for LSTM?

I am trying to correctly scale data for LSTM.

I have a set of features like this:
x1(t-1), ... xn,(t-1), y(t-1), where the actual label is y(t).

I would like to know: is it correct to scale the t-1 label y(t-1)?