Xin Li

The Metric Slingshot: Navigational Reuse as Width-Optimal Structural Decoupling in Continual Learning

Abstract The mammalian brain, most extensively studied in rodents and bats, solves an enormous variety of nonspatial cognitive tasks using neural circuitry, including grid cells, place cells, and hippocampal indexing, that originally evolved for physical navigation. We formalize...