Yes you read that correctly - 10Farad capacitor.
This small cap can be charged up and then slowly dissapated running an entire system for hours.
Combine two in series for 5F/5V. Do not over voltage or reverse polarize these capacitors.

Documents: 10F Super Cap Datasheet

Dimensions: 13x33.5mm