The brain’s ability to learn is critical for executing tasks that allow us to thrive in a complex, ever-changing environment. We combine experimental work and computational methods to understand the synaptic, cellular, and circuit-level computations that allow the brain to produce these complex adaptive behaviors. Our focus is the entorhinal-hippocampal circuit and its downstream projection targets, a network of brain areas known to be essential for spatial learning and memory.