 As a child, Horiba suffered from juvenile rheumatoid arthritis.He attended Kyoto Teachers' School's Elementary School and Konan Junior High and Senior High Schools in Kobe, Japan.Originally interested in mathematics and astronomy, Horiba was introduced to nuclear physics by one of his high school teachers at the Konan Boys' High School.