Yup. They treat all the children born here equally regardless of the parents status. It is not the job of hospital to report the status of the parents.
That is why you can see many illegal Mexicans having tons of baby. They don't need to worry about anything since every thing is foot by government for  their kids.

I have nothing against Mexicans or illegal. I was just trying to say the loop holes to get government benefits.