Based on Oliver Sacks' essay ''An Anthropologist on Mars'', the film tells the father-son relationship between Henry Sawyer (J.K. Simmons) and his son, Gabriel (Lou Taylor Pucci), who suffers from a brain tumor that prevents him from forming new memories. Henry, with his son unable to shed light on their strained relationship, must connect with him through music.