Yes, it is possible. Demons reside in the soul, not the spirit. Their focus is on the will, with the intent of controlling it. The first attack is on the mind. If a demon can control thoughts and imaginations, it's well on the way to controlling the person.
Scriptures: 2 Corinthians 10:4 & 5...