Need single-shot 1 minute delay-off LED circuit
You may want to consider just running the LED from a large capacitor - no extra power supply required.



Values would need to be experimented with (C1 in the region 1000uF - 10000uf) but you should be able to get about a minute and it has the advantage that the circuit automatically dims the led as time goes on - useful in a dark room situation