Dampen the rims of 4 martini glasses and then line the rims with sugar crystals.
Combine eggnog, brandy, amaretto, nutmeg, and ice cream in a blender; process until smooth. Pour mixture into martini glasses and garnish each glass with a whole cinnamon stick.