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Thomas Naselaris - Publications

Affiliations: 
Medical University of South Carolina, Charleston, SC, United States 
 University of Minnesota, Twin Cities, Minneapolis, MN 
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47 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
2024 Lin R, Naselaris T, Kay K, Wehbe L. Stacked regressions and structured variance partitioning for interpretable brain maps. Neuroimage. 298: 120772. PMID 39117095 DOI: 10.1016/j.neuroimage.2024.120772  0.805
2024 Ye Z, Zhao Y, Allen EJ, Naselaris T, Kay K, Hutchinson JB, Kuhl BA. Temporal asymmetry of neural representations predicts memory decisions. Biorxiv : the Preprint Server For Biology. PMID 39071351 DOI: 10.1101/2024.07.16.603778  0.586
2024 Kay K, Prince JS, Gebhart T, Tuckute G, Zhou J, Naselaris T, Schutt H. Disentangling signal and noise in neural responses through generative modeling. Biorxiv : the Preprint Server For Biology. PMID 38712051 DOI: 10.1101/2024.04.22.590510  0.563
2023 Kneeland R, Ojeda J, St-Yves G, Naselaris T. Brain-optimized inference improves reconstructions of fMRI brain activity. Arxiv. PMID 38168454  0.396
2023 Zou F, Wanjia G, Allen EJ, Wu Y, Charest I, Naselaris T, Kay K, Kuhl BA, Hutchinson JB, DuBrow S. Re-expression of CA1 and entorhinal activity patterns preserves temporal context memory at long timescales. Nature Communications. 14: 4350. PMID 37468489 DOI: 10.1038/s41467-023-40100-8  0.571
2023 Kneeland R, Ojeda J, St-Yves G, Naselaris T. Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity. Arxiv. PMID 37396609  0.39
2023 St-Yves G, Allen EJ, Wu Y, Kay K, Naselaris T. Brain-optimized deep neural network models of human visual areas learn non-hierarchical representations. Nature Communications. 14: 3329. PMID 37286563 DOI: 10.1038/s41467-023-38674-4  0.687
2023 Kneeland R, Ojeda J, St-Yves G, Naselaris T. Reconstructing seen images from human brain activity via guided stochastic search. Arxiv. PMID 37205268  0.441
2023 Lin R, Naselaris T, Kay K, Wehbe L. Stacked regressions and structured variance partitioning for interpretable brain maps. Biorxiv : the Preprint Server For Biology. PMID 37163111 DOI: 10.1101/2023.04.23.537988  0.806
2022 Pennock IML, Racey C, Allen EJ, Wu Y, Naselaris T, Kay KN, Franklin A, Bosten JM. Color-biased regions in the ventral visual pathway are food selective. Current Biology : Cb. 33: 134-146.e4. PMID 36574774 DOI: 10.1016/j.cub.2022.11.063  0.63
2022 Vanasse TJ, Boly M, Allen EJ, Wu Y, Naselaris T, Kay K, Cirelli C, Tononi G. Multiple traces and altered signal-to-noise in systems consolidation: Evidence from the 7T fMRI Natural Scenes Dataset. Proceedings of the National Academy of Sciences of the United States of America. 119: e2123426119. PMID 36279446 DOI: 10.1073/pnas.2123426119  0.622
2022 Sabra Z, Alawieh A, Bonilha L, Naselaris T, AuYong N. Modulation of Spectral Representation and Connectivity Patterns in Response to Visual Narrative in the Human Brain. Frontiers in Human Neuroscience. 16: 886938. PMID 36277048 DOI: 10.3389/fnhum.2022.886938  0.43
2021 Gu Z, Jamison KW, Khosla M, Allen EJ, Wu Y, Naselaris T, Kay K, Sabuncu MR, Kuceyeski A. NeuroGen: Activation optimized image synthesis for discovery neuroscience. Neuroimage. 247: 118812. PMID 34936922 DOI: 10.1016/j.neuroimage.2021.118812  0.694
2021 Allen EJ, St-Yves G, Wu Y, Breedlove JL, Prince JS, Dowdle LT, Nau M, Caron B, Pestilli F, Charest I, Hutchinson JB, Naselaris T, Kay K. A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence. Nature Neuroscience. PMID 34916659 DOI: 10.1038/s41593-021-00962-x  0.651
2021 Mell MM, St-Yves G, Naselaris T. Voxel-to-voxel predictive models reveal unexpected structure in unexplained variance. Neuroimage. 238: 118266. PMID 34129949 DOI: 10.1016/j.neuroimage.2021.118266  0.801
2020 Breedlove JL, St-Yves G, Olman CA, Naselaris T. Generative Feedback Explains Distinct Brain Activity Codes for Seen and Mental Images. Current Biology : Cb. PMID 32359428 DOI: 10.1016/j.cub.2020.04.014  0.488
2019 St-Yves G, Naselaris T. Generative Adversarial Networks Conditioned on Brain Activity Reconstruct Seen Images. Conference Proceedings. Ieee International Conference On Systems, Man, and Cybernetics. 2018: 1054-1061. PMID 37333993 DOI: 10.1109/SMC.2018.00187  0.362
2019 Sabra Z, Bonilha L, Naselaris T. Spectral encoding of seen and attended object categories in the human brain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 31694964 DOI: 10.1523/Jneurosci.0900-19.2019  0.364
2018 Naselaris T, Bassett DS, Fletcher AK, Kording K, Kriegeskorte N, Nienborg H, Poldrack RA, Shohamy D, Kay K. Cognitive Computational Neuroscience: A New Conference for an Emerging Discipline. Trends in Cognitive Sciences. PMID 29500078 DOI: 10.1016/J.Tics.2018.02.008  0.556
2017 St-Yves G, Naselaris T. The feature-weighted receptive field: an interpretable encoding model for complex feature spaces. Neuroimage. PMID 28645845 DOI: 10.1016/j.neuroimage.2017.06.035  0.439
2017 Basilakos A, Fridriksson J, Rorden C, Behroozmand R, Hanayik T, Naselaris T, Gaizo JD, Breedlove J, Vandergrift WA, Bonilha L. Activity associated with speech articulation measured through direct cortical recordings. Brain and Language. 169: 1-7. PMID 28236761 DOI: 10.1016/J.Bandl.2017.01.013  0.301
2016 St-Yves G, Naselaris T. The Functional Role of Imagery in Generative Models of Visual Perceptions Journal of Vision. 16: 1434-1434. DOI: 10.1167/16.12.1434  0.408
2015 Pearson J, Naselaris T, Holmes EA, Kosslyn SM. Mental Imagery: Functional Mechanisms and Clinical Applications. Trends in Cognitive Sciences. 19: 590-602. PMID 26412097 DOI: 10.1016/j.tics.2015.08.003  0.43
2015 Naselaris T, Kay KN. Resolving Ambiguities of MVPA Using Explicit Models of Representation. Trends in Cognitive Sciences. 19: 551-4. PMID 26412094 DOI: 10.1016/j.tics.2015.07.005  0.678
2015 Naselaris T, Olman CA, Stansbury DE, Ugurbil K, Gallant JL. A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes. Neuroimage. 105: 215-28. PMID 25451480 DOI: 10.1016/j.neuroimage.2014.10.018  0.8
2015 Dowdle LT, Naselaris T, Froeliger B, Hanlon CA. More than meets the eye: What visual cortex reactivity to cues may tell us about neural processing in addiction Drug and Alcohol Dependence. 156: e59. DOI: 10.1016/J.Drugalcdep.2015.07.1079  0.36
2014 Hanlon CA, Dowdle LT, Naselaris T, Canterberry M, Cortese BM. Visual cortex activation to drug cues: a meta-analysis of functional neuroimaging papers in addiction and substance abuse literature. Drug and Alcohol Dependence. 143: 206-12. PMID 25155889 DOI: 10.1016/J.Drugalcdep.2014.07.028  0.365
2014 Naselaris T. Visual representation in the absence of retinal input Journal of Vision. 14: 1472-1472. DOI: 10.1167/14.10.1472  0.353
2013 Stansbury DE, Naselaris T, Gallant JL. Natural scene statistics account for the representation of scene categories in human visual cortex. Neuron. 79: 1025-34. PMID 23932491 DOI: 10.1016/j.neuron.2013.06.034  0.805
2012 Naselaris T, Stansbury DE, Gallant JL. Cortical representation of animate and inanimate objects in complex natural scenes. Journal of Physiology, Paris. 106: 239-49. PMID 22472178 DOI: 10.1016/j.jphysparis.2012.02.001  0.786
2011 Vu VQ, Ravikumar P, Naselaris T, Kay KN, Gallant JL, Yu B. ENCODING AND DECODING V1 FMRI RESPONSES TO NATURAL IMAGES WITH SPARSE NONPARAMETRIC MODELS. The Annals of Applied Statistics. 5: 1159-1182. PMID 22523529 DOI: 10.1214/11-Aoas476  0.776
2011 Nishimoto S, Vu AT, Naselaris T, Benjamini Y, Yu B, Gallant JL. Reconstructing visual experiences from brain activity evoked by natural movies. Current Biology : Cb. 21: 1641-6. PMID 21945275 DOI: 10.1016/J.Cub.2011.08.031  0.834
2011 Naselaris T, Kay KN, Nishimoto S, Gallant JL. Encoding and decoding in fMRI. Neuroimage. 56: 400-10. PMID 20691790 DOI: 10.1016/j.neuroimage.2010.07.073  0.787
2010 Kay K, Naselaris T, Gallant J. Estimation of voxel receptive fields in human visual cortex using natural images Journal of Vision. 7: 79-79. DOI: 10.1167/7.9.79  0.753
2010 Bilenko NY, Vu AT, Naselaris T, Huth AG, Gallant JL. How much tuning information is lost when we average across subjects in fMRI experiments? Journal of Vision. 10: 917-917. DOI: 10.1167/10.7.917  0.73
2010 Stansbury D, Naselaris T, Vu A, Gallant J. Visual cortex represents the statistical distributions of objects in natural scenes Journal of Vision. 10: 1260-1260. DOI: 10.1167/10.7.1260  0.779
2009 Naselaris T, Prenger RJ, Kay KN, Oliver M, Gallant JL. Bayesian reconstruction of natural images from human brain activity. Neuron. 63: 902-15. PMID 19778517 DOI: 10.1016/j.neuron.2009.09.006  0.791
2009 Merchant H, Naselaris T, Zarco W, Bartolo R, Prado L, Pérez O, Méndez JC. Functional Architecture of Directional Tuning in the Primate Motor Cortex During 3D Reaching From Development to Degeneration and Regeneration of the Nervous System. DOI: 10.1093/acprof:oso/9780195369007.003.0013  0.447
2009 Gallant J, Naselaris T, Prenger R, Kay K, Stansbury D, Oliver M, Vu A, Nishimoto S. Bayesian reconstruction of perceptual experiences from human brain activity Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5638: 390-393. DOI: 10.1007/978-3-642-02812-0_46  0.736
2009 Ravikumar P, Vu VQ, Yu B, Naselaris T, Kay KN, Gallant JL. Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1337-1344.  0.722
2008 Merchant H, Naselaris T, Georgopoulos AP. Dynamic sculpting of directional tuning in the primate motor cortex during three-dimensional reaching. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 9164-72. PMID 18784297 DOI: 10.1523/JNEUROSCI.1898-08.2008  0.598
2008 Kay KN, Naselaris T, Prenger RJ, Gallant JL. Identifying natural images from human brain activity. Nature. 452: 352-5. PMID 18322462 DOI: 10.1038/nature06713  0.822
2007 Georgopoulos AP, Merchant H, Naselaris T, Amirikian B. Mapping of the preferred direction in the motor cortex. Proceedings of the National Academy of Sciences of the United States of America. 104: 11068-72. PMID 17569784 DOI: 10.1073/Pnas.0611597104  0.623
2007 Georgopoulos AP, Naselaris T, Merchant H, Amirikian B. Reply to Kurtzer and Herter [2] Journal of Neurophysiology. 97: 4391-4392. DOI: 10.1152/Jn.00140.2007  0.576
2006 Naselaris T, Merchant H, Amirikian B, Georgopoulos AP. Large-scale organization of preferred directions in the motor cortex. I. Motor cortical hyperacuity for forward reaching. Journal of Neurophysiology. 96: 3231-6. PMID 16971681 DOI: 10.1152/Jn.00487.2006  0.61
2006 Naselaris T, Merchant H, Amirikian B, Georgopoulos AP. Large-scale organization of preferred directions in the motor cortex. II. Analysis of local distributions. Journal of Neurophysiology. 96: 3237-47. PMID 16971680 DOI: 10.1152/Jn.00488.2006  0.635
2005 Naselaris T, Merchant H, Amirikian B, Georgopoulos AP. Spatial reconstruction of trajectories of an array of recording microelectrodes. Journal of Neurophysiology. 93: 2318-30. PMID 15537818 DOI: 10.1152/Jn.00581.2004  0.655
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