Express Stops Playing at End Of Song & Won't Turn On Again

My Express will sometimes stop playing for no apparent reason. It seems to always happen after a song has finished. The unit will then not turn back on again. So far I have been able to get it working again by plugging into a USB slot.

When it will not turn on there is no display at all, no response to the power button.

Has anyone else seen this?