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(Amst.)"},{"key":"10.1016\/j.neuron.2012.01.010_bib83","doi-asserted-by":"crossref","unstructured":"Lecun, Y., Huang, F.-J., and Bottou, L. (2004). Learning Methods for generic object recognition with invariance to pose and lighting. In Proceedings of CVPR\u203204 (IEEE).","DOI":"10.1109\/CVPR.2004.1315150"},{"key":"10.1016\/j.neuron.2012.01.010_bib84","doi-asserted-by":"crossref","first-page":"1434","DOI":"10.1364\/JOSAA.20.001434","article-title":"Hierarchical Bayesian inference in the visual cortex","volume":"20","author":"Lee","year":"2003","journal-title":"J. Opt. Soc. Am. A Opt. Image Sci. Vis."},{"key":"10.1016\/j.neuron.2012.01.010_bib85","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1152\/jn.00168.2006","article-title":"Comparison of shape encoding in primate dorsal and ventral visual pathways","volume":"97","author":"Lehky","year":"2007","journal-title":"J. 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Neurophysiol."},{"key":"10.1016\/j.neuron.2012.01.010_bib92","doi-asserted-by":"crossref","first-page":"577","DOI":"10.1146\/annurev.ne.19.030196.003045","article-title":"Visual object recognition","volume":"19","author":"Logothetis","year":"1996","journal-title":"Annu. Rev. Neurosci."},{"key":"10.1016\/j.neuron.2012.01.010_bib93","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1016\/S0960-9822(00)00089-0","article-title":"View-dependent object recognition by monkeys","volume":"4","author":"Logothetis","year":"1994","journal-title":"Curr. Biol."},{"key":"10.1016\/j.neuron.2012.01.010_bib94","doi-asserted-by":"crossref","first-page":"552","DOI":"10.1016\/S0960-9822(95)00108-4","article-title":"Shape representation in the inferior temporal cortex of monkeys","volume":"5","author":"Logothetis","year":"1995","journal-title":"Curr. Biol."},{"key":"10.1016\/j.neuron.2012.01.010_bib95","series-title":"Computational and Systems Neuroscience","article-title":"A unified neuronal population code fully explains human object recognition","author":"Majaj","year":"2012"},{"key":"10.1016\/j.neuron.2012.01.010_bib96","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1016\/j.neuron.2008.03.011","article-title":"Functional mechanisms shaping lateral geniculate responses to artificial and natural stimuli","volume":"58","author":"Mante","year":"2008","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2012.01.010_bib97","series-title":"Vision: A Computational Investigation into the Human Representation and Processing of Visual Information","author":"Marr","year":"1982"},{"key":"10.1016\/j.neuron.2012.01.010_bib98","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1016\/j.tins.2006.04.001","article-title":"Feature-based attention in visual cortex","volume":"29","author":"Maunsell","year":"2006","journal-title":"Trends Neurosci."},{"key":"10.1016\/j.neuron.2012.01.010_bib99","doi-asserted-by":"crossref","first-page":"765","DOI":"10.1016\/S0896-6273(01)80034-9","article-title":"Effects of attention on the reliability of individual neurons in monkey visual cortex","volume":"23","author":"McAdams","year":"1999","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2012.01.010_bib100","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1162\/neco.1997.9.4.777","article-title":"SEEMORE: combining color, shape, and texture histogramming in a neurally inspired approach to visual object recognition","volume":"9","author":"Mel","year":"1997","journal-title":"Neural Comput."},{"key":"10.1016\/j.neuron.2012.01.010_bib101","doi-asserted-by":"crossref","first-page":"758","DOI":"10.1093\/cercor\/7.8.758","article-title":"Responses of macaque inferior temporal neurons to overlapping shapes","volume":"7","author":"Missal","year":"1997","journal-title":"Cereb. Cortex"},{"key":"10.1016\/j.neuron.2012.01.010_bib102","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1152\/jn.1999.82.1.131","article-title":"Shape interactions in macaque inferior temporal neurons","volume":"82","author":"Missal","year":"1999","journal-title":"J. Neurophysiol."},{"key":"10.1016\/j.neuron.2012.01.010_bib103","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1146\/annurev.ne.16.030193.001333","article-title":"Inferior temporal cortex: where visual perception meets memory","volume":"16","author":"Miyashita","year":"1993","journal-title":"Annu. Rev. Neurosci."},{"key":"10.1016\/j.neuron.2012.01.010_bib104","doi-asserted-by":"crossref","first-page":"701","DOI":"10.1093\/brain\/120.4.701","article-title":"The columnar organization of the neocortex","volume":"120","author":"Mountcastle","year":"1997","journal-title":"Brain"},{"key":"10.1016\/j.neuron.2012.01.010_bib105","doi-asserted-by":"crossref","first-page":"2580","DOI":"10.1152\/jn.2000.83.5.2580","article-title":"Selectivity for the shape, size, and orientation of objects for grasping in neurons of monkey parietal area AIP","volume":"83","author":"Murata","year":"2000","journal-title":"J. Neurophysiol."},{"key":"10.1016\/j.neuron.2012.01.010_bib106","doi-asserted-by":"crossref","first-page":"902","DOI":"10.1016\/j.neuron.2009.09.006","article-title":"Bayesian reconstruction of natural images from human brain activity","volume":"63","author":"Naselaris","year":"2009","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2012.01.010_bib107","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1126\/science.291.5504.661","article-title":"Backward spreading of memory-retrieval signal in the primate temporal cortex","volume":"291","author":"Naya","year":"2001","journal-title":"Science"},{"key":"10.1016\/j.neuron.2012.01.010_bib108","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/j.conb.2010.02.003","article-title":"Top-down control of visual attention","volume":"20","author":"Noudoost","year":"2010","journal-title":"Curr. Opin. 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Neurol."},{"key":"10.1016\/j.neuron.2012.01.010_bib111","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1038\/381607a0","article-title":"Emergence of simple-cell receptive field properties by learning a sparse code for natural images","volume":"381","author":"Olshausen","year":"1996","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2012.01.010_bib112","doi-asserted-by":"crossref","first-page":"3311","DOI":"10.1016\/S0042-6989(97)00169-7","article-title":"Sparse coding with an overcomplete basis set: a strategy employed by V1?","volume":"37","author":"Olshausen","year":"1997","journal-title":"Vision Res."},{"key":"10.1016\/j.neuron.2012.01.010_bib113","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1016\/j.conb.2004.07.007","article-title":"Sparse coding of sensory inputs","volume":"14","author":"Olshausen","year":"2004","journal-title":"Curr. Opin. 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Neurol."},{"key":"10.1016\/j.neuron.2012.01.010_bib117","doi-asserted-by":"crossref","first-page":"1244","DOI":"10.1038\/nn767","article-title":"Inferotemporal neurons represent low-dimensional configurations of parameterized shapes","volume":"4","author":"Op de Beeck","year":"2001","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2012.01.010_bib118","doi-asserted-by":"crossref","first-page":"11796","DOI":"10.1523\/JNEUROSCI.3799-08.2008","article-title":"Fine-scale spatial organization of face and object selectivity in the temporal lobe: do functional magnetic resonance imaging, optical imaging, and electrophysiology agree?","volume":"28","author":"Op de Beeck","year":"2008","journal-title":"J. Neurosci."},{"key":"10.1016\/j.neuron.2012.01.010_bib119","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1152\/physrev.00008.2007","article-title":"Higher order visual processing in macaque extrastriate cortex","volume":"88","author":"Orban","year":"2008","journal-title":"Physiol. Rev."},{"key":"10.1016\/j.neuron.2012.01.010_bib120","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1016\/j.tics.2004.05.009","article-title":"Comparative mapping of higher visual areas in monkeys and humans","volume":"8","author":"Orban","year":"2004","journal-title":"Trends Cogn. Sci. (Regul. Ed.)"},{"key":"10.1016\/j.neuron.2012.01.010_bib121","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1007\/BF00239352","article-title":"Visual neurones responsive to faces in the monkey temporal cortex","volume":"47","author":"Perrett","year":"1982","journal-title":"Exp. Brain Res."},{"key":"10.1016\/j.neuron.2012.01.010_bib122","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s00221-010-2309-0","article-title":"Continuous transformation learning of translation invariant representations","volume":"204","author":"Perry","year":"2010","journal-title":"Exp. Brain Res."},{"key":"10.1016\/j.neuron.2012.01.010_bib123","doi-asserted-by":"crossref","first-page":"6996","DOI":"10.1073\/pnas.0502605102","article-title":"Representations of faces and body parts in macaque temporal cortex: a functional MRI study","volume":"102","author":"Pinsk","year":"2005","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"10.1016\/j.neuron.2012.01.010_bib124","doi-asserted-by":"crossref","unstructured":"Pinto, N., Majaj, N.J., Barhomi, Y., Solomon, E.A., Cox, D.D., and DiCarlo, J. (2010). Human versus machine: comparing visual object recognition systems on a level playing field. Front. Neurosci. Conference Abstract: Computational and Systems Neuroscience 2010. doi: 10.3389\/conf.fnins.2010.03.00283.","DOI":"10.3389\/conf.fnins.2010.03.00283"},{"key":"10.1016\/j.neuron.2012.01.010_bib125","series-title":"Why is real-world object recognition hard?: Establishing honest benchmarks and baselines for object recognition","author":"Pinto","year":"2008"},{"key":"10.1016\/j.neuron.2012.01.010_bib126","doi-asserted-by":"crossref","first-page":"e27","DOI":"10.1371\/journal.pcbi.0040027","article-title":"Why is real-world visual object recognition hard?","volume":"4","author":"Pinto","year":"2008","journal-title":"PLoS Comput. Biol."},{"key":"10.1016\/j.neuron.2012.01.010_bib127","doi-asserted-by":"crossref","unstructured":"Pinto N., DiCarlo J.J., and Cox D.D. (2009a). How far can you get with a modern face recognition test set using only simple features? IEEE Computer Vision and Pattern Recognition (CVPR 2009).","DOI":"10.1109\/CVPRW.2009.5206605"},{"key":"10.1016\/j.neuron.2012.01.010_bib128","doi-asserted-by":"crossref","first-page":"e1000579","DOI":"10.1371\/journal.pcbi.1000579","article-title":"A high-throughput screening approach to discovering good forms of biologically inspired visual representation","volume":"5","author":"Pinto","year":"2009","journal-title":"PLoS Comput. Biol."},{"key":"10.1016\/j.neuron.2012.01.010_bib129","doi-asserted-by":"crossref","unstructured":"Pinto, N., Barhomi, Y., Cox, D.D., and DiCarlo, J.J. (2011). Comparing State-of-the-Art Visual Features on Invariant Object Recognition Tasks. In IEEE Workshop on Applications of Computer Vision (Kona, HI).","DOI":"10.1109\/WACV.2011.5711540"},{"key":"10.1016\/j.neuron.2012.01.010_bib130","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1016\/j.cub.2009.01.007","article-title":"Triple dissociation of faces, bodies, and objects in extrastriate cortex","volume":"19","author":"Pitcher","year":"2009","journal-title":"Curr. Biol."},{"key":"10.1016\/j.neuron.2012.01.010_bib131","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1037\/0278-7393.2.5.509","article-title":"Short-term conceptual memory for pictures","volume":"2","author":"Potter","year":"1976","journal-title":"J. Exp. Psychol. Hum. 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Neurophysiol."},{"key":"10.1016\/j.neuron.2012.01.010_bib134","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0896-6273(00)80824-7","article-title":"Are cortical models really bound by the \u201cbinding problem\u201d?","volume":"24","author":"Riesenhuber","year":"1999","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2012.01.010_bib135","doi-asserted-by":"crossref","first-page":"1019","DOI":"10.1038\/14819","article-title":"Hierarchical models of object recognition in cortex","volume":"2","author":"Riesenhuber","year":"1999","journal-title":"Nat. Neurosci."},{"issue":"Suppl","key":"10.1016\/j.neuron.2012.01.010_bib136","doi-asserted-by":"crossref","first-page":"1199","DOI":"10.1038\/81479","article-title":"Models of object recognition","volume":"3","author":"Riesenhuber","year":"2000","journal-title":"Nat. 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