there is a rather oldish paper called 'optimal brain damage' which also explores something _similar_. iirc, it tries to get an optimal size of the network by removing unimportant weights from it.
Also wow! Yann LeCunn has authored it
ah ! i was kind of hard pressed for time when i posted that, with the ulterior motive that some kind soul would post the link :)
thank you kindly !