Yodobashi Camera is a electronics & home appliance chain. The main store of Yodobashi is located in the West Gate side of Shinjuku.
It has a brand variety of photography equipment for amatures to professionals. <<Map>>
I found a useful article by James Chow on Photo.net. He suggests where to visit for camera equipments:
Tokyo Photo Japan