It’s been more than two years now since Tame Impala released the synthy, expansive Currents, their last album. But that album has legs, and there’s never a wrong time to watch them play one of its songs. This past weekend, Tame Impala were in New York to play the Panorama Festival. And they stuck around for long enough to do musical-guest duties on last night’s Tonight Show. They only just started playing the slow-winding Currents track “Love/Paranoia” live last week, and that’s the one they went with on The Tonight Show last night. Also, Jimmy Fallon spent a few extra seconds gushing over how much he loves the band. Watch the performance below.

Currents is out now on Interscope.