Gabriel Fajardo

Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems

According to the efficient coding hypothesis, neural populations encode information optimally when representations are high-dimensional and uncorrelated. However, such codes may carry a cost in terms of generalization and robustness. Past empirical studies of early visual cortex (V1) in rodents have…