Happily, generation 5 CRVs generally take a battery swap-out without incident, so I would not even bother with a memory saver. Sometimes there is a small glitch but removing the ground terminal for a few minutes and reconnecting clears any glitch. Note: most such glitches are due to not following Honda instructions exactly as described in the owners manual.
All the vehicle systems will go through a cold reboot, self-test, and cross-check once power is restored. Your owners manual will specify how to remove and replace the battery (follow the directions exactly to avoid glitching). Generally a short drive will clear all the alert lights on the instrument panel and you are all set.
And you don't need to scrounge around for a radio code either, because the head unit is programmed/paired to the vehicle, so the headunit will simply ask for a soft reboot (hold down the power button until it resets) to re-pair it with the vehicle.