Yes, absolutely, but there are certain advantages to stainless steel.
1. Brass contains trace amounts of lead. While probably not enough to matter, it's still a consideration.
2. Stainless is more durable (harder metal, and it doesn't degrade from chemicals as easily)
3. The copper in brass accelerates staling.