I see no reason to use a custom network.
Use fitnet for regression or curvefitting
Use patternnet for classification or pattern recognition.
Use the commands help and doc to access the documentation that includes an example for each function.
For example:
help fitnet
doc patternnet
Hope this helps.
Greg
