I first discovered The Neighborhood listening to their song Female Robbery on Sirius.
They released their EP I'm Sorry, in August 2012, but prior to the release of Female Robbery, they were pretty quiet- not a whole lot of press. In fact, they released the song anonymously! I'd love to give you more information about them, but other than the fact that they're from L.A., I'm honestly having a hard time finding anything!
In any case, I absolutely adore Female Robbery, and the whole EP is worth a listen!