Will les paul for ps3 controller work on ps2?

Unfortunately, I have tried myself using a PS3 Les Paul Wireless Guitar Controller on my PS2, I connected the Wireless USB thing and nothing happened. The USB dongle or whatever you want to call it has a little red light built in the connection button but it doesn't light up. Tried everything I think. (Changing batteries of the controller, switching PS2 off etc..)

It only just seems to work on PC and PS3. I have heard that there are some *special connectors* that allow you connect the PS3 Les Paul on a PS2 Console. Haven't looked into it yet and even if I did I wouldn't be ready to buy it.

Hope this helps! =)