Lakshman N. C. Chakravarthula

The paper investigates the functional roles of hierarchical and direct connectivity pathways in human visual cortex using empirical neural network models and 7T MRI data, finding they generate complementary representational dynamics.

The paper shows that network geometry influences how task representations change across different cortical regions, with low-dimensional connectivity compressing and high-dimensional connectivity expanding representations.