You can get unemployment if you are fired not because a mistake of yours. If you think in this case you are not guilty then you can definitely get unemployment however, the cases are judged by the unemployment office on merit. You should file your case and see what they decide for you.
Also check this answer to get some more information about it.
Also check this answer to get some more information about it.
