I like to calculate min, mean, std and max to detect outliers with standardized data (zero mean/unit variance). For normalization and denormalization I just let the training function use defaults
however, if the ouput is naturally bounded use
In short, unless you are plotting you don't have to worry about anything except outliers.
Hope this helps.