Actually you don't need to discharge it.
Just popping it open and disconnecting and reconnecting works as well.
I did this to sort out the short battery life on my reader a little while after I bought it sometime last year. I did post in a thread on this site about my fix...but it seems to have been overlooked/lost till now
