Dimensionality Mismatch Between Brains and Artificial Neural Networks

This work systematically quantify and compare the linear and nonlinear dimensionality of human brain activity (fMRI) and artificial neural networks (ANNs) during natural image viewing, and proposes dimensionality alignment alignment as a benchmark for building more flexible and biologically grounded vision models.