iPod Nano 7th Gen Boot Loop

iPod Nano 7th Gen Boot Loop
My iPod Nano 7th Gen is in a constant boot loop that goes from off, to apple symbol, to normal display, back to off, etc. No matter what I do, I cannot get iTunes to restore software load, because it turns off and disconnects. I tried a hard shutdown but it only comes back on. Is there anything that I can do to fix once and for all?

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