The density/weight needs to be improved a lot for it to be effective compared to existing battery technologies though:
Mazda supercapacitor:
0.007kWh @ 6kg - 857kg/kWh
Prius with nickel-metal hydride batteries:
1.3kWh @ 42kg - 32kg/kWh
Tesla with lithium-ion batteries:
85kWh @ 544 kg - 6.4kg/kWh