Quick google search indicates that they're not. Bonuses from opening a bank account count as interest income, but not from opening a credit card.
ETA:...
Quick (hopefully easy) question. Over the past year I have signed up for a few of the credit card cashback rewards deals from BOA, Discover, etc. Are these taxable income to the IRS? Should I receive...