Lancelot,
I use Tradingsolutions and I know you can lag inputs to the NN by any number of periods, e.g. "-5" (use the input value from 5 periods ago).
It's a good piece of software, just don't expect any silver bullet.
Once you learn it and build yourself a few dozen good models for...