David Z created “She Drives Me Crazy”’s iconic snare:

I took the head off a snare drum and started whacking it with a wooden ruler, recording it through a Shure 57 microphone.

As I did that, I started twisting the hell out of the [API 550] EQ around 1 kHz on it, to the point where it was starting to sound more like a crash. I blended that with a snare I found in the Linn itself, which was a 12-bit machine, so it sounded pretty edgy to start with

This interview is from Mixonline, which continues:

But the coup de grace for the sound was when Z pumped the processed and blended sample through an Auratone speaker set upside down atop another snare drum, which rattled the metal snares and gave the result some ambience and even more high end.