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The Glen Rock Inn used to have a good brunch--we celebrated my mom's birthday there one year that way--was a few years back so you should check.
Also, we usually go to Mother's Day brunch at Rivara's in Fair Lawn. I just looked it up, and for some reason it says "Monday through Friday" - maybe you'd want to call and see if that's right if you need a weekend. It was pretty good.