If you've got a Li-ion battery, which is likely, you shouldn't be discharging it fully. If they go totally flat it messes them up. They have a fixed lifespan which starts ticking from the time of manufacture and like most things chemical is dependent on temperature. So keep them cool and if you don't use them for a long time then give them a quick charge every now and then.