Can you eat while on the cardio machine to regain immediate energy? Will this help...

[jdimstrnate]

...burn more fat? I want to do a long cardio session but want to know if I will be able to burn fat (not muscle) by eating something on the machine.
My goal is to do about 2000 calories. Ive done 1500 before.

What should I eat?