Growth hormone is released during the 3rd stage, also known as the deep sleep stage or the N3 stage, of non-REM sleep. During this stage, body activity slows down significantly and restoration begins. The pituitary gland secretes HGH, or human growth hormone, to aid in this repair and restoration.