Hi,
One of the guesses about the causes of the SoD problem is in fact SD cards. However, there are reports about having the problem even after taking out the SD card.
Have you updated your firmware to JB? Since I updated mine 5 days ago, I haven't faced SoD (touching wood!).
So, I recommend you...