Jimmy 'Bo' Horne enjoyed some success in the 1970s, recording dance-oriented songs and novelty tracks for such labels as Alston and Sunshine Records. "Dance Across the Floor" was his lone R&B Top 10 hit in 1978, and it was written and produced by Harry Wayne Casey, of KC and the Sunshine Band fame.