I believe you can for the most part. I've used my phone on the shinkansen. But if I remember correctly, the reception came and went really quickly because the train is moving so fast the cell stations can't keep up. Also if you are heading from osaka towards kyushu, there are tons and tons of tunnels along that stretch. Osaka to Tokyo only a couple of tunnels.