Default Samsung S3 Recovery mode problem please help

Hi

Please help
It was running on Jedi Invasion no problem at all. Last night I was browsing with the electrical charger attached. While browsing the battery went down to zero percent and the screen went blank. On trying to restart it will only reboot until the Samsung logo than the screen goes blank. I have tried to put in to recovery mode by pressing all the three buttons together but it won't some few blue letters appear above than the screen goes blank. It won't go into recovery or download mode. Whenever I put in the battery after removing the screen automatically goes up to Samsung logo.
How can I put it into recovery mode as the screen goes blank and the phone doesn't power on?