Research vision
How does experience become lasting skill?
Our clearest molecules-to-behavior accounts of learning come from simple behaviors that can be traced to identified circuits and synapses.
My goal is to bring that same mechanistic resolution to complex, culturally transmitted skills like speech and music.
Birdsong makes this possible. Juvenile songbirds learn complex vocal sequences through imitation and prolonged practice,
using a dedicated cortico-basal ganglia circuit that sharply constrains where to look for the mechanisms of learning.
The same features that make birdsong powerful also create experimental challenges: the sheer abundance (~100,000 renditions) and richness of song make learning difficult to quantify,
while birdsong's dedicated neural circuitry is difficult to target with tools developed primarily for mammals.
I overcame both barriers by combining AI-based quantification of song learning with optogenetic, chemogenetic, and biosensor tools adapted to the songbird,
gaining direct access to the circuits and signaling pathways that drive learning.