I don't think this is an appropriate application for Neural Networks.
A Neural Network is really for classification
types of problems, not generation
Fundamentally it is a technique to construct a trainable pattern recognition system.
Check out the free Learning From Data
] online course from Caltech. It covers lots of important foundational material before getting to Neural Networks.
It is very