A map of object space in primate inferotemporal cortex

Kanwisher, N., McDermott, J. & Chun, M. M. The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, 4302–4311 (1997).

Tsao, D. Y., Freiwald, W. A., Knutsen, T. A., Mandeville, J. B. & Tootell, R. B. Faces and objects in macaque cerebral cortex. Nat. Neurosci. 6, 989–995 (2003).

Downing, P. E., Jiang, Y., Shuman, M. & Kanwisher, N. A cortical area selective for visual processing of the human body. Science 293, 2470–2473 (2001).

Popivanov, I. D., Jastorff, J., Vanduffel, W. & Vogels, R. Heterogeneous single-unit selectivity in an fMRI-defined body-selective patch. J. Neurosci. 34, 95–111 (2014).

Kornblith, S., Cheng, X., Ohayon, S. & Tsao, D. Y. A network for scene processing in the macaque temporal lobe. Neuron 79, 766–781 (2013).

Krizhevsky, A., Sutskever, I. & Hinton, G. E. ImageNet classification with deep convolutional neural networks. Adv. Neural Information Proc. Syst. 25, 1097–1105 (2012).

Gross, C. G., Rocha-Miranda, C. E. & Bender, D. B. Visual properties of neurons in inferotemporal cortex of the macaque. J. Neurophysiol. 35, 96–111 (1972).

Lafer-Sousa, R. & Conway, B. R. Parallel, multi-stage processing of colors, faces and shapes in macaque inferior temporal cortex. Nat. Neurosci. 16, 1870–1878 (2013).

Verhoef, B.-E., Bohon, K. S. & Conway, B. R. Functional architecture for disparity in macaque inferior temporal cortex and its relationship to the architecture for faces, color, scenes, and visual field. J. Neurosci. 35, 6952–6968 (2015).

Janssen, P., Vogels, R. & Orban, G. A. Selectivity for 3D shape that reveals distinct areas within macaque inferior temporal cortex. Science 288, 2054–2056 (2000).

Yue, X., Pourladian, I. S., Tootell, R. B. & Ungerleider, L. G. Curvature-processing network in macaque visual cortex. Proc. Natl Acad. Sci. USA 111, E3467–E3475 (2014).

Fujita, I., Tanaka, K., Ito, M. & Cheng, K. Columns for visual features of objects in monkey inferotemporal cortex. Nature 360, 343–346 (1992).

Levy, I., Hasson, U., Avidan, G., Hendler, T. & Malach, R. Center-periphery organization of human object areas. Nat. Neurosci. 4, 533–539 (2001).

Konkle, T. & Oliva, A. A real-world size organization of object responses in occipitotemporal cortex. Neuron 74, 1114–1124 (2012).

Moeller, S., Freiwald, W. A. & Tsao, D. Y. Patches with links: a unified system for processing faces in the macaque temporal lobe. Science 320, 1355–1359 (2008).

Freiwald, W. A. & Tsao, D. Y. Functional compartmentalization and viewpoint generalization within the macaque face-processing system. Science 330, 845–851 (2010).

Yamins, D. L. et al. Performance-optimized hierarchical models predict neural responses in higher visual cortex. Proc. Natl Acad. Sci. USA 111, 8619–8624 (2014).

Chang, L. & Tsao, D. Y. The code for facial identity in the primate brain. Cell 169, 1013–1028.e1014 (2017).

Kumar, S., Popivanov, I. D. & Vogels, R. Transformation of visual representations across ventral stream body-selective patches. Cereb. Cortex 29, 215–229 (2019).

Tsao, D. Y., Moeller, S. & Freiwald, W. A. Comparing face patch systems in macaques and humans. Proc. Natl Acad. Sci. USA 105, 19514–19519 (2008).

Vaziri, S., Carlson, E. T., Wang, Z. & Connor, C. E. A channel for 3D environmental shape in anterior inferotemporal cortex. Neuron 84, 55–62 (2014).

McCandliss, B. D., Cohen, L. & Dehaene, S. The visual word form area: expertise for reading in the fusiform gyrus. Trends Cogn. Sci. 7, 293–299 (2003).

Baldassi, C. et al. Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons. PLoS Comput. Biol. 9, e1003167 (2013).

Dosovitskiy, A. & Brox, T. Generating images with perceptual similarity metrics based on deep networks. Adv. Neural Information Proc. Syst. 29, 658–666 (2016).

Aparicio, P. L., Issa, E. B. & DiCarlo, J. J. Neurophysiological organization of the middle face patch in macaque inferior temporal cortex. J. Neurosci. 36, 12729–12745 (2016).

Arcaro, M. J., Schade, P. F., Vincent, J. L., Ponce, C. R. & Livingstone, M. S. Seeing faces is necessary for face-domain formation. Nat. Neurosci. 20, 1404–1412 (2017).

Zhuang, C., Zhai, A. L. & Yamins, D. in Proc. IEEE Intl Conf. Computer Vision 6002–6012 (2019).

Bao, P. & Tsao, D. Y. Representation of multiple objects in macaque category-selective areas. Nat. Commun. 9, 1774 (2018).

Rajalingham, R. & DiCarlo, J. J. Reversible inactivation of different millimeter-scale regions of primate IT results in different patterns of core object recognition deficits. Neuron 102, 493–505.e495 (2019).

Haile, T. M., Bohon, K. S., Romero, M. C. & Conway, B. R. Visual stimulus-driven functional organization of macaque prefrontal cortex. Neuroimage 188, 427–444 (2019).

Saleem, K. S. & Logothetis, N. K. A Combined MRI and Histology Atlas of the Rhesus Monkey Brain in Stereotaxic Coordinates (Academic, 2012).

Tsao, D. Y., Freiwald, W. A., Tootell, R. B. & Livingstone, M. S. A cortical region consisting entirely of face-selective cells. Science 311, 670–674 (2006).

Chang, L., Bao, P. & Tsao, D. Y. The representation of colored objects in macaque color patches. Nat. Commun. 8, 2064 (2017).

Ponce, C. R. et al. Evolving images for visual neurons using a deep generative network reveals coding principles and neuronal preferences. Cell 177, 999–1009.e1010 (2019).

Ohayon, S., Grimaldi, P., Schweers, N. & Tsao, D. Y. Saccade modulation by optical and electrical stimulation in the macaque frontal eye field. J. Neurosci. 33, 16684–16697 (2013).

Dale, A. M., Fischl, B. & Sereno, M. I. Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 9, 179–194 (1999).

Reuter, M. & Fischl, B. Avoiding asymmetry-induced bias in longitudinal image processing. Neuroimage 57, 19–21 (2011).

Reveley, C. et al. Three-dimensional digital template atlas of the macaque brain. Cereb. Cortex 27, 4463–4477 (2017).

Ohayon, S. & Tsao, D. Y. MR-guided stereotactic navigation. J. Neurosci. Methods 204, 389–397 (2012).

Konkle, T. & Caramazza, A. Tripartite organization of the ventral stream by animacy and object size. J. Neurosci. 33, 10235–10242 (2013).

Long, B., Yu, C.-P. & Konkle, T. Mid-level visual features underlie the high-level categorical organization of the ventral stream. Proc. Natl Acad. Sci. USA 115, E9015–E9024 (2018).