I'd say the answer would be "yes" - based on the microUSB charging port. It won't charge very fast, of course, a PC USB port is rated at 5v/500ma.
Couple of things to suggest In the Master Help Guide (link in signature) you will find...
1. A link to download the owners manual for the ME301 from Asus which should give you the definitive answer
2. Our dedicated charging/ battery thread for all Asus tablets.
Both of those sources would be helpful, I'd say.
All the best