Well I'll give you that the battery must be on, but the Hornet APU is spooled up by a hydraulic accumulator, prior to lighting off and becoming self aware. Then as you say, it pushes air through the bleed ducts to crank the individual motors. There is no "starter" in addition to the APU.
My bust..sorry. Thanks.