Tracy L. Coenen is WalletPop's Tax Expert and Fraud Expert
It really depends on the circumstances, mainly whether your mother financially supports the children. The details on claiming dependents are found here:
http://www.irs.gov/publications/p501/ar02.html#en_US_publink100041829