Since Xanax can cause physical and psychological dependence, withdrawal symptoms may occur if the drug is stopped too quickly. Some possible symptoms of withdrawal from Xanax include heart palpitations, memory loss, depression, and seizures. To avoid severe symptoms, your healthcare provider will most likely wean you off the medication slowly to allow time for your body to adjust.