A more literal definition of atonal from a compositional standpoint would be "without relying on the tonal center that diatonic harmony provides."

In diatonic harmony, a C major scale revolves around the C. With atonality there is no starting tone or baseline to work from. And I meant baseline, not bass line. Wiseacre.