Dwyer was born in Dublin and studied the classical guitar at the DIT Conservatory of Music and Drama, Dublin, and at the Royal Academy of Music, London.
He was awarded the Villa-Lobos Centenary Medal by the Brazilian Government in 1987, elected to Aosdána in 2006, and made an Associate of the Royal Academy of Music, London, in 2009.