Xiaoxuan Lei

Geometry of naturalistic object representations in recurrent neural network models of working memory

Working memory is a central cognitive ability crucial for intelligent decision-making. Recent experimental and computational work studying working memory has primarily used categorical (i.e., one-hot) inputs, rather than ecologically-relevant, multidimensional naturalistic ones. Moreover, studies ha…