Leitchfield, Kentucky native Carl Neal Kelly, enrolled at the University of Kentucky after graduating from Leitchfield High School. During college, he was a member of Tau Beta Pi; engineering honor society, Eta Kappa Nu, electrical engineering honor society; and the Institute of Radio Engineers. He received a Bachelor of Science degree in Electrical Engineering from the University of Kentucky in 1961. He would later earn a Master of Science degree in Electrical Engineering from the University of New Mexico and a Ph.D.