Hmmm, electric supercharger? I have a limited mechanical knowledge, but I would think that this would be advantageous in that it would be more efficient and less complex.
The Toyota Supra or Lexus LC Could Get an Electric Supercharger » AutoGuide.com News
I think F1 cars are using electrically assisted turbochargers, or they were. I can't find any proof though.