Yes, you can. See special procedures to surrender plates temporarily here: www.dmvtemporal.com
Okey, thanks. Btw, last week we got a plate stolen from one of our vehicles. Do I need to surrender the registration?
Yes, you have to surrender the registration. Please report the plate as stolen, and then surrender the registration.
What if is a motorcycle? Do I need to surrender the plate?