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James J. DiCarlo - Publications

Affiliations: 
Massachusetts Institute of Technology, Cambridge, MA, United States 
Area:
Visual Cortex
Website:
http://web.mit.edu/dicarlo-lab/index.html

57 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Bashivan P, Kar K, DiCarlo JJ. Neural population control via deep image synthesis. Science (New York, N.Y.). 364. PMID 31048462 DOI: 10.1126/science.aav9436  1
2019 Kar K, Kubilius J, Schmidt K, Issa EB, DiCarlo JJ. Evidence that recurrent circuits are critical to the ventral stream's execution of core object recognition behavior. Nature Neuroscience. PMID 31036945 DOI: 10.1038/s41593-019-0392-5  1
2019 Rajalingham R, DiCarlo JJ. Reversible Inactivation of Different Millimeter-Scale Regions of Primate IT Results in Different Patterns of Core Object Recognition Deficits. Neuron. PMID 30878289 DOI: 10.1016/j.neuron.2019.02.001  1
2018 Issa EB, Cadieu CF, DiCarlo JJ. Neural dynamics at successive stages of the ventral visual stream are consistent with hierarchical error signals. Elife. 7. PMID 30484773 DOI: 10.7554/eLife.42870  1
2018 Rajalingham R, Issa EB, Bashivan P, Kar K, Schmidt K, DiCarlo JJ. Large-scale, high-resolution comparison of the core visual object recognition behavior of humans, monkeys, and state-of-the-art deep artificial neural networks. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 30006365 DOI: 10.1523/JNEUROSCI.0388-18.2018  1
2016 Aparicio PL, Issa E, DiCarlo JJ. Neurophysiological organization of the middle face patch in macaque inferior temporal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 27810930 DOI: 10.1523/JNEUROSCI.0237-16.2016  0.6
2016 Yamins DL, DiCarlo JJ. Eight open questions in the computational modeling of higher sensory cortex. Current Opinion in Neurobiology. 37: 114-120. PMID 26921828 DOI: 10.1016/j.conb.2016.02.001  1
2016 Yamins DL, DiCarlo JJ. Using goal-driven deep learning models to understand sensory cortex. Nature Neuroscience. 19: 356-65. PMID 26906502 DOI: 10.1038/nn.4244  1
2016 Hong H, Yamins DL, Majaj NJ, DiCarlo JJ. Explicit information for category-orthogonal object properties increases along the ventral stream. Nature Neuroscience. PMID 26900926 DOI: 10.1038/nn.4247  1
2015 Majaj NJ, Hong H, Solomon EA, DiCarlo JJ. Simple Learned Weighted Sums of Inferior Temporal Neuronal Firing Rates Accurately Predict Human Core Object Recognition Performance. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 13402-18. PMID 26424887 DOI: 10.1523/JNEUROSCI.5181-14.2015  1
2015 Rajalingham R, Schmidt K, DiCarlo JJ. Comparison of Object Recognition Behavior in Human and Monkey. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 12127-36. PMID 26338324 DOI: 10.1523/JNEUROSCI.0573-15.2015  1
2015 Afraz A, Boyden ES, DiCarlo JJ. Optogenetic and pharmacological suppression of spatial clusters of face neurons reveal their causal role in face gender discrimination. Proceedings of the National Academy of Sciences of the United States of America. 112: 6730-5. PMID 25953336 DOI: 10.1073/pnas.1423328112  1
2015 Bensmaia SJ, DiCarlo JJ. Steven Hsiao: in memoriam. Neuron. 85: 458-61. PMID 25802904  1
2014 Afraz A, Yamins DL, DiCarlo JJ. Neural Mechanisms Underlying Visual Object Recognition. Cold Spring Harbor Symposia On Quantitative Biology. 79: 99-107. PMID 26092883 DOI: 10.1101/sqb.2014.79.024729  0.6
2014 Cadieu CF, Hong H, Yamins DL, Pinto N, Ardila D, Solomon EA, Majaj NJ, DiCarlo JJ. Deep neural networks rival the representation of primate IT cortex for core visual object recognition. Plos Computational Biology. 10: e1003963. PMID 25521294 DOI: 10.1371/journal.pcbi.1003963  1
2014 Yamins DL, Hong H, Cadieu CF, Solomon EA, Seibert D, DiCarlo JJ. Performance-optimized hierarchical models predict neural responses in higher visual cortex. Proceedings of the National Academy of Sciences of the United States of America. 111: 8619-24. PMID 24812127 DOI: 10.1073/pnas.1403112111  1
2014 Fan JE, Yamins D, DiCarlo J, Turk-Browne NB. Mapping core similarity among visual objects across image modalities Acm Siggraph 2014 Posters, Siggraph 2014. DOI: 10.1145/2614217.2630594  1
2013 Issa EB, Papanastassiou AM, DiCarlo JJ. Large-scale, high-resolution neurophysiological maps underlying FMRI of macaque temporal lobe. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 15207-19. PMID 24048850 DOI: 10.1523/JNEUROSCI.1248-13.2013  1
2013 Baldassi C, Alemi-Neissi A, Pagan M, Dicarlo JJ, Zecchina R, Zoccolan D. Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons. Plos Computational Biology. 9: e1003167. PMID 23950700 DOI: 10.1371/journal.pcbi.1003167  1
2013 Yamins D, Hong H, Cadieu C, Dicarlo JJ. Hierarchical modular optimization of convolutional networks achieves representations similar to Macaque IT and human ventral stream Advances in Neural Information Processing Systems 1
2012 Issa EB, DiCarlo JJ. Precedence of the eye region in neural processing of faces. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 16666-82. PMID 23175821 DOI: 10.1523/JNEUROSCI.2391-12.2012  1
2012 Rust NC, DiCarlo JJ. Balanced increases in selectivity and tolerance produce constant sparseness along the ventral visual stream. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 10170-82. PMID 22836252 DOI: 10.1523/JNEUROSCI.6125-11.2012  1
2012 Li N, Dicarlo JJ. Neuronal learning of invariant object representation in the ventral visual stream is not dependent on reward. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 6611-20. PMID 22573683 DOI: 10.1523/JNEUROSCI.3786-11.2012  1
2012 DiCarlo JJ, Zoccolan D, Rust NC. How does the brain solve visual object recognition? Neuron. 73: 415-34. PMID 22325196 DOI: 10.1016/j.neuron.2012.01.010  1
2011 Pinto N, Barhomi Y, Cox DD, DiCarlo JJ. Comparing state-of-the-art visual features on invariant object recognition tasks 2011 Ieee Workshop On Applications of Computer Vision, Wacv 2011. 463-470. DOI: 10.1109/WACV.2011.5711540  1
2010 Rust NC, Dicarlo JJ. Selectivity and tolerance ("invariance") both increase as visual information propagates from cortical area V4 to IT. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 12978-95. PMID 20881116 DOI: 10.1523/JNEUROSCI.0179-10.2010  1
2010 Li N, DiCarlo JJ. Unsupervised natural visual experience rapidly reshapes size-invariant object representation in inferior temporal cortex. Neuron. 67: 1062-75. PMID 20869601 DOI: 10.1016/j.neuron.2010.08.029  1
2009 Pinto N, Doukhan D, DiCarlo JJ, Cox DD. A high-throughput screening approach to discovering good forms of biologically inspired visual representation. Plos Computational Biology. 5: e1000579. PMID 19956750 DOI: 10.1371/journal.pcbi.1000579  1
2009 Li N, Cox DD, Zoccolan D, DiCarlo JJ. What response properties do individual neurons need to underlie position and clutter "invariant" object recognition? Journal of Neurophysiology. 102: 360-76. PMID 19439676 DOI: 10.1152/jn.90745.2008  1
2009 Zoccolan D, Oertelt N, DiCarlo JJ, Cox DD. A rodent model for the study of invariant visual object recognition. Proceedings of the National Academy of Sciences of the United States of America. 106: 8748-53. PMID 19429704 DOI: 10.1073/pnas.0811583106  1
2009 Pinto N, DiCarlo JJ, Cox DD. How far can you get with a modern face recognition test set using only simple features? 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 2591-2598. DOI: 10.1109/CVPRW.2009.5206605  1
2009 DiCarlo JJ. A strategy for understanding how the brain accomplishes object recognition Object Categorization: Computer and Human Vision Perspectives. 38-54. DOI: 10.1017/CBO9780511635465.003  1
2009 Abdi F, Morscher GN, DiCarlo J. Predicting/validating microcrack density development and acoustic emission for 3D orthogonal CVI-MI SiC/SiC composites International Sampe Symposium and Exhibition (Proceedings). 54.  0.4
2008 Op de Beeck HP, Dicarlo JJ, Goense JB, Grill-Spector K, Papanastassiou A, Tanifuji M, Tsao DY. Fine-scale spatial organization of face and object selectivity in the temporal lobe: do functional magnetic resonance imaging, optical imaging, and electrophysiology agree? The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 11796-801. PMID 19005042 DOI: 10.1523/JNEUROSCI.3799-08.2008  1
2008 Cox DD, DiCarlo JJ. Does learned shape selectivity in inferior temporal cortex automatically generalize across retinal position? The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 10045-55. PMID 18829962 DOI: 10.1523/JNEUROSCI.2142-08.2008  1
2008 Cox DD, Papanastassiou AM, Oreper D, Andken BB, Dicarlo JJ. High-resolution three-dimensional microelectrode brain mapping using stereo microfocal X-ray imaging. Journal of Neurophysiology. 100: 2966-76. PMID 18815345 DOI: 10.1152/jn.90672.2008  1
2008 Li N, DiCarlo JJ. Unsupervised natural experience rapidly alters invariant object representation in visual cortex. Science (New York, N.Y.). 321: 1502-7. PMID 18787171 DOI: 10.1126/science.1160028  1
2008 Pinto N, Cox DD, DiCarlo JJ. Why is real-world visual object recognition hard? Plos Computational Biology. 4: e27. PMID 18225950 DOI: 10.1371/journal.pcbi.0040027  1
2008 Op de Beeck HP, Deutsch JA, Vanduffel W, Kanwisher NG, DiCarlo JJ. A stable topography of selectivity for unfamiliar shape classes in monkey inferior temporal cortex. Cerebral Cortex (New York, N.Y. : 1991). 18: 1676-94. PMID 18033769 DOI: 10.1093/cercor/bhm196  1
2007 Zoccolan D, Kouh M, Poggio T, DiCarlo JJ. Trade-off between object selectivity and tolerance in monkey inferotemporal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 12292-307. PMID 17989294 DOI: 10.1523/JNEUROSCI.1897-07.2007  1
2007 DiCarlo JJ, Cox DD. Untangling invariant object recognition. Trends in Cognitive Sciences. 11: 333-41. PMID 17631409 DOI: 10.1016/j.tics.2007.06.010  1
2006 Op de Beeck HP, Baker CI, DiCarlo JJ, Kanwisher NG. Discrimination training alters object representations in human extrastriate cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 26: 13025-36. PMID 17167092 DOI: 10.1523/JNEUROSCI.2481-06.2006  1
2006 DiCarlo JJ. Neuroscience: making faces in the brain. Nature. 442: 644. PMID 16878140 DOI: 10.1038/nature05000  1
2006 Kourtzi Z, DiCarlo JJ. Learning and neural plasticity in visual object recognition. Current Opinion in Neurobiology. 16: 152-8. PMID 16563736 DOI: 10.1016/j.conb.2006.03.012  1
2006 Kreiman G, Hung CP, Kraskov A, Quiroga RQ, Poggio T, DiCarlo JJ. Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex. Neuron. 49: 433-45. PMID 16446146 DOI: 10.1016/j.neuron.2005.12.019  1
2005 Hung CP, Kreiman G, Poggio T, DiCarlo JJ. Fast readout of object identity from macaque inferior temporal cortex. Science (New York, N.Y.). 310: 863-6. PMID 16272124 DOI: 10.1126/science.1117593  1
2005 Zoccolan D, Cox DD, DiCarlo JJ. Multiple object response normalization in monkey inferotemporal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 25: 8150-64. PMID 16148223 DOI: 10.1523/JNEUROSCI.2058-05.2005  1
2005 Cox DD, Meier P, Oertelt N, DiCarlo JJ. 'Breaking' position-invariant object recognition. Nature Neuroscience. 8: 1145-7. PMID 16116453 DOI: 10.1038/nn1519  1
2005 DiCarlo JJ, Maunsell JH. Using neuronal latency to determine sensory-motor processing pathways in reaction time tasks. Journal of Neurophysiology. 93: 2974-86. PMID 15548629 DOI: 10.1152/jn.00508.2004  1
2005 Yun H, Wheeler D, Chen Y, DiCarlo J. Thermo-mechanical properties of super sylramic SiC fibers Ceramic Engineering and Science Proceedings. 26: 59-66.  0.4
2003 DiCarlo JJ, Maunsell JH. Anterior inferotemporal neurons of monkeys engaged in object recognition can be highly sensitive to object retinal position. Journal of Neurophysiology. 89: 3264-78. PMID 12783959 DOI: 10.1152/jn.00358.2002  1
2002 DiCarlo JJ, Johnson KO. Receptive field structure in cortical area 3b of the alert monkey. Behavioural Brain Research. 135: 167-78. PMID 12356447 DOI: 10.1016/S0166-4328(02)00162-6  1
2000 DiCarlo JJ, Maunsell JH. Form representation in monkey inferotemporal cortex is virtually unaltered by free viewing. Nature Neuroscience. 3: 814-21. PMID 10903575 DOI: 10.1038/77722  1
2000 DiCarlo JJ, Johnson KO. Spatial and temporal structure of receptive fields in primate somatosensory area 3b: effects of stimulus scanning direction and orientation. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 20: 495-510. PMID 10627625  1
1999 DiCarlo JJ, Johnson KO. Velocity invariance of receptive field structure in somatosensory cortical area 3b of the alert monkey. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 19: 401-19. PMID 9870969  1
1998 DiCarlo JJ, Johnson KO, Hsiao SS. Structure of receptive fields in area 3b of primary somatosensory cortex in the alert monkey. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 18: 2626-45. PMID 9502821  1
1996 DiCarlo JJ, Lane JW, Hsiao SS, Johnson KO. Marking microelectrode penetrations with fluorescent dyes. Journal of Neuroscience Methods. 64: 75-81. PMID 8869487 DOI: 10.1016/0165-0270(95)00113-1  1
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