Yes, you can burn calories while sleeping. A person can burn around 50-80 calories per hour during sleep. The number of calories burnt burned on your body's age, gender, and weight.In some cases, people don't notice any calorie loss after sleep. A young woman with 190 pounds of weight can burn 600 calories during her 8 hours of sleep.