Powering 2 XDJ-700s from a single powersupply

Hello all

I'm sure I can't be the only one who has too many power bricks in their studio. I've love to thin this out a bit and looking a places were we have duplicates.

The supplied power supply is rated:
Input: 100-240v 50/60Hz
Output: 12v 2.0A 

Could I power 2 x XDJ-700s from a single power brick (with an output cable splitter) that's rated:
Input: 100-240v 50/60Hz
Output: 12v 4.0A 

Cheers

Adam