Cowell and Cottrell trained a computational model on images used in fMRI studies of object and face processing. They used multivariate pattern analysis and were able to replicate evidence for a specialized face area even though the model had no specialized processing for faces. The authors suggest that fMRI evidence for a specialized face area should be interpreted with caution.
About the Author
The Miller Lab uses experimental and theoretical approaches to study the neural basis of the high-level cognitive functions that underlie complex goal-directed behavior. ekmillerlab.mit.edu