Without knowing the unit I would suspect the two 6V batteries are what makes it "portable". It wouldn't really be portable if you had to lug a regular size 12V battery around with it. It shouldn't be any problem running it off the TM battery. Just be sure to attach to the correct spot on the depth finder. In other words connect the 12V battery to where the output of the two 6V batteries goes. Hope this makes sense.