I re-simulate the MLP neural network to forecast the brownian path, but this time I smooth my inputs using the new zero lag filter I designed.  Have a look at the results: 

 compareMAZeroLag.PNG 

Lesson Learnt:

  • If there is no lag in your inputs, there won’t be lag in your outputs.  Point noted.