Daniel Yamins, Ph.D. - Publications

Affiliations: 
2008 Harvard University, Cambridge, MA, United States 

21 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
2023 Nayebi A, Kong NCL, Zhuang C, Gardner JL, Norcia AM, Yamins DLK. Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation. Plos Computational Biology. 19: e1011506. PMID 37782673 DOI: 10.1371/journal.pcbi.1011506  0.374
2021 Bonnen T, Yamins DLK, Wagner AD. When the ventral visual stream is not enough: A deep learning account of medial temporal lobe involvement in perception. Neuron. PMID 34265252 DOI: 10.1016/j.neuron.2021.06.018  0.317
2021 Zhuang C, Yan S, Nayebi A, Schrimpf M, Frank MC, DiCarlo JJ, Yamins DLK. Unsupervised neural network models of the ventral visual stream. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 33431673 DOI: 10.1073/pnas.2014196118  0.339
2019 Fan JE, Wammes JD, Gunn JB, Yamins DLK, Norman KA, Turk-Browne NB. Relating visual production and recognition of objects in human visual cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 31871278 DOI: 10.1523/Jneurosci.1843-19.2019  0.353
2018 Fan JE, Yamins DLK, Turk-Browne NB. Common Object Representations for Visual Production and Recognition. Cognitive Science. PMID 30125986 DOI: 10.1111/Cogs.12676  0.382
2018 Zhuang C, Yamins D. Using multiple optimization tasks to improve deep neural network models of higher ventral cortex Journal of Vision. 18: 905. DOI: 10.1167/18.10.905  0.331
2018 Wammes J, Fan J, Lee R, Gunn J, Yamins D, Norman K, Turk-Browne N. Changing object representations during visual production training Journal of Vision. 18: 763. DOI: 10.1167/18.10.763  0.363
2018 Nayebi A, Kubilius J, Bear D, Ganguli S, DiCarlo J, Yamins D. Convolutional recurrent neural network models of dynamics in higher visual cortex Journal of Vision. 18: 717. DOI: 10.1167/18.10.717  0.403
2017 Zhuang C, Wang Y, Yamins D, Hu X. Deep Learning Predicts Correlation between a Functional Signature of Higher Visual Areas and Sparse Firing of Neurons. Frontiers in Computational Neuroscience. 11: 100. PMID 29163117 DOI: 10.3389/Fncom.2017.00100  0.394
2017 Fan J, Yamins D, Turk-Browne N. Visual production induces categorical perception Journal of Vision. 17: 992. DOI: 10.1167/17.10.992  0.338
2016 Tian M, Yamins D, Grill-Spector K. Learning the 3-D structure of objects from 2-D views depends on shape, not format. Journal of Vision. 16: 7. PMID 27153196 DOI: 10.1167/16.7.7  0.321
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  0.311
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  0.312
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  0.344
2016 Fan J, Yamins D, Turk-Browne N. Dynamic visual feedback is sufficient to improve drawing Journal of Vision. 16: 673. DOI: 10.1167/16.12.673  0.325
2016 Yamins D, Kell AT. Using DNNs To Compare Visual and Auditory Cortex Journal of Vision. 16: 370. DOI: 10.1167/16.12.370  0.355
2015 Kell A, Yamins D, Norman-Haignere S, Seibert D, Hong H, DiCarlo J, McDermott J. Computational similarities between visual and auditory cortex studied with convolutional neural networks, fMRI, and electrophysiology. Journal of Vision. 15: 1093. PMID 26326781 DOI: 10.1167/15.12.1093  0.388
2015 Tian M, Yamins D, Grill-Spector K. Learning invariant object representations: asymmetric transfer of learning across line drawings and 3D cues. Journal of Vision. 15: 1088. PMID 26326776 DOI: 10.1167/15.12.1088  0.35
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  0.386
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  0.34
2014 Hong H, Solomon E, Yamins D, DiCarlo J. Large-scale Characterization of a Universal and Compact Visual Perceptual Space Journal of Vision. 14: 912-912. DOI: 10.1167/14.10.912  0.308
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