In this paper, we examine the synthesis problem from a finite labeled transition system when the target is the class of weighted nets with (possibly) inhibitor and/or reset links, or some subclasses of them. We also discuss the intrinsic complexity of some cases; in particular we show that although some subclasses have a polynomial synthesis, most of the time it is NP-complete.