Yes. The only thing you got to be carefull with is the angle wich you hold the knife when sharpening.I do remember watching a video on those Japanese 1 sided blade that there's a way needed to sharpen on the stone? It isn't the same as sharpening a normal knife right?
Make sure the wetstone is throughly soaked before you start. It only takes for or five passes to bring the edge back.