BNN may refer to:
- Badan Narkotika Nasional, a national anti-narcotics agency in Indonesia
- Banana News Network, a comedy TV Show
- Baltic News Network, a business news portal
- Bart's Neverending Network (BNN), a radio and television broadcasting organization in the Netherlands
- Bayesian neural network, a kind of artificial neural network
- Binary neural network, a kind of artificial neural network
- Boston Neighborhood Network
- Business News Network, a Canadian financial news channel
- Breaking News Network, a news company in the United States
- BNN Breaking, a news company headquartered in Hong Kong started in 2022
- Brønnøysund Airport, Brønnøy (by IATA code)
- The radio navigation station upon which the Bovingdon stack (a section of airspace near London) is located
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