Big Sean dusted off a couple songs he hadn't performed in a long time and some he was playing live for the first time ever ...

When the "I Know" rapper told his mother Myra Anderson ... "She knew what it was like to have a dream and chase it," Big Sean—whose real name is Sean Michael Anderson—told E!