Its an understatement that the US Dollar is in a downtrend.  Its pretty obvious which direction the greenback is going from the chart below.

My question to readers is this: if you were building a neural net model to tell you when to go LONG for a sustained rally and rebound in the US Dollar, what kind of data inputs would you use for your model and why?