Public Expression of Religion Act of 2001 - Amends provisions regarding civil actions for deprivation of rights to specify that where the deprivation consists of a violation of a prohibition in the Constitution against the establishment of religion, the remedy shall be limited to injunctive relief. Prohibits the award of attorney's fees with respect to such claims.