Technically, yes, you can. However, chicken can easily dry out and overcook, so I recommend only cooking for a few hours. I usually cook chicken breasts for 3 hours on high and that's plenty of time. Chicken thighs can go a little longer, for about 4 hours on high and 6 hours on low.