Apple TV Can't find any wifi networks

Just purchased the new Apple TV (upgraded from the 1st generation). For the first couple of days, the wi-fi connection to my Airport Express worked fine. Now, the Apple TV cannot find my Airport Express or any other wireless network in my neighborhood. Have rebooted everything to no effect. My iPad and computer still connect to the wifi so I know it's working. Help!