Few people realize that allergies can also cause brain fog. Yet, many allergy sufferers experience mental fatigue, confusion, and difficulty concentrating as part of their allergic response. Other causes of brain fog include chronic fatigue syndrome, hormone imbalances, depression, and other ailments.