The city Department of Transportation says all the signs will be removed by the end of the year.
According to The New York Times, city officials say the decision is part of an effort to de-clutter the streets of signs that generally go ignored.
Unnecessary honking carries a $350 fine but is rarely enforced.
The DOT says complaints about honking have declined 63 percent since 2008.
But City Councilwoman Gale Brewer said in a letter to the DOT: "I can't tell you how many requests I get for 'no honking' signs."
The signs were introduced during Mayor Ed Koch's administration.
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