The Federal Reserve Board of Governors is absolutely part of the federal government, and under statute is the same kind of part of the federal government as the FTC is.

The Federal Reserve System is a bit more complicated than the Board of Governors (but is also effectively part of the federal government, but a sui generis, highly corporatist part of the federal government, with direct involvement in an unusual manner by powerful private entities.)