RT Journal Article SR Electronic T1 The neural representation of personally familiar and unfamiliar faces in the distributed system for face perception JF bioRxiv FD Cold Spring Harbor Laboratory SP 138297 DO 10.1101/138297 A1 Matteo Visconti di Oleggio Castello A1 Yaroslav O. Halchenko A1 J. Swaroop Guntupalli A1 Jason D. Gors A1 M. Ida Gobbini YR 2017 UL http://biorxiv.org/content/early/2017/05/15/138297.abstract AB Personally familiar faces are processed more robustly and efficiently than unfamiliar faces. The human face processing system comprises a core system that analyzes the visual appearance of faces and an extended system for the retrieval of person-knowledge and other nonvisual information. We applied multivariate pattern analysis to fMRI data to investigate aspects of familiarity that are shared by all familiar identities and information that distinguishes specific face identities from each other. Both identity-independent familiarity information and face identity could be decoded in an overlapping set of areas in the core and extended systems. Representational similarity analysis revealed a clear distinction between the two systems and a subdivision of the core system into ventral, dorsal and anterior components. This study provides evidence that activity in the extended system carries information about both individual identities and personal familiarity, while clarifying and extending the organization of the core system for face perception.