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2020 – today
- 2024
[j8]Ruogu Lin, Thomas Naselaris, Kendrick N. Kay
, Leila Wehbe:
Stacked regressions and structured variance partitioning for interpretable brain maps. NeuroImage 298: 120772 (2024)- [c4]Paul S. Scotti, Mihir Tripathy, Cesar Torrico, Reese Kneeland, Tong Chen, Ashutosh Narang, Charan Santhirasegaran, Jonathan Xu, Thomas Naselaris, Kenneth A. Norman, Tanishq Mathew Abraham:
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data. ICML 2024 - [i7]Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly L. Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte:
How does the primate brain combine generative and discriminative computations in vision? CoRR abs/2401.06005 (2024) - [i6]Paul S. Scotti, Mihir Tripathy, Cesar Kadir Torrico Villanueva, Reese Kneeland, Tong Chen, Ashutosh Narang, Charan Santhirasegaran, Jonathan Xu, Thomas Naselaris, Kenneth A. Norman, Tanishq Mathew Abraham:
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data. CoRR abs/2403.11207 (2024) - 2023
- [j7]Aria Y. Wang, Kendrick N. Kay, Thomas Naselaris, Michael J. Tarr, Leila Wehbe:
Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset. Nat. Mac. Intell. 5(12): 1415-1426 (2023) - [i5]Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris:
Reconstructing seen images from human brain activity via guided stochastic search. CoRR abs/2305.00556 (2023) - [i4]Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris:
Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity. CoRR abs/2306.00927 (2023) - [i3]Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris:
Brain-optimized inference improves reconstructions of fMRI brain activity. CoRR abs/2312.07705 (2023) - 2022
- [j6]Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Ghislain St-Yves, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski:
NeuroGen: Activation optimized image synthesis for discovery neuroscience. NeuroImage 247: 118812 (2022) - [i2]Adrien Doerig, Tim C. Kietzmann, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick N. Kay, Ian Charest:
Semantic scene descriptions as an objective of human vision. CoRR abs/2209.11737 (2022) - 2021
- [j5]Maggie Mae Mell, Ghislain St-Yves, Thomas Naselaris:
Voxel-to-voxel predictive models reveal unexpected structure in unexplained variance. NeuroImage 238: 118266 (2021) - [i1]Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski:
NeuroGen: activation optimized image synthesis for discovery neuroscience. CoRR abs/2105.07140 (2021)
2010 – 2019
- 2019
- [j4]Jane E. Joseph, Davy Vanderweyen, Joshua E. Swearingen, Brandon K. Vaughan, Derek Novo, Xun Zhu, Mulugeta Gebregziabher, Leonardo Bonilha, Ramesh S. Bhatt, Thomas Naselaris, Brian Dean:
Tracking the Development of Functional Connectomes for Face Processing. Brain Connect. 9(2): 231-239 (2019) - 2018
- [j3]Ghislain St-Yves, Thomas Naselaris:
The feature-weighted receptive field: an interpretable encoding model for complex feature spaces. NeuroImage 180(Part): 188-202 (2018) - [c3]Ghislain St-Yves, Thomas Naselaris:
Generative Adversarial Networks Conditioned on Brain Activity Reconstruct Seen Images. SMC 2018: 1054-1061 - 2015
- [j2]Thomas Naselaris, Cheryl A. Olman, Dustin E. Stansbury, Kâmil Ugurbil, Jack L. Gallant:
A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes. NeuroImage 105: 215-228 (2015) - 2011
- [j1]Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant:
Encoding and decoding in fMRI. NeuroImage 56(2): 400-410 (2011)
2000 – 2009
- 2009
- [c2]Jack L. Gallant, Thomas Naselaris, Ryan J. Prenger, Kendrick N. Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto:
Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity. HCI (16) 2009: 390-393 - 2008
- [c1]Pradeep Ravikumar, Vincent Q. Vu, Bin Yu, Thomas Naselaris, Kendrick N. Kay, Jack L. Gallant:
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images. NIPS 2008: 1337-1344
Coauthor Index
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