Figure 5.

We used a partial RSA to test for neural representations of semantic knowledge. For a given brain region, we compared the neural RDM with the semantic model RDM. We first used non-negative least squares to fit the visual model to both the neural and semantic RDMs. Middle row represents the visual model after fitting to the neural and semantic RDMs. We then subtracted these fitted RDMs to obtain residuals. We then used these residuals to test whether the neural RDM was correlated with the semantic RDM after controlling for the visual RDMs.