Make gains in strength for compound movements in non-neural rep-ranges. Your arms will grow. By compound movements I mean: Bench, OHP, Row, Pullup.
Throw in 1-2 sets of isolation arm work 2x a week, and do the exercises with high reps (12+). This will stimulate sarcoplasmic hypertrophy.