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Jacob S. Prince
Jacob S. Prince
PhD candidate, Harvard University
Adresse e-mail validée de g.harvard.edu - Page d'accueil
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Année
A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence
EJ Allen, G St-Yves, Y Wu, JL Breedlove, JS Prince, LT Dowdle, M Nau, ...
Nature neuroscience 25 (1), 116-126, 2022
4502022
A large-scale examination of inductive biases shaping high-level visual representation in brains and machines
C Conwell, JS Prince, KN Kay, GA Alvarez, T Konkle
Nature communications 15 (1), 9383, 2024
123*2024
Improving the accuracy of single-trial fMRI response estimates using GLMsingle
JS Prince, I Charest, JW Kurzawski, JA Pyles, MJ Tarr, KN Kay
Elife 11, e77599, 2022
99*2022
Selectivity for food in human ventral visual cortex
N Jain, A Wang, MM Henderson, R Lin, JS Prince, MJ Tarr, L Wehbe
Communications Biology 6 (1), 175, 2023
47*2023
Human visual consciousness involves large scale cortical and subcortical networks independent of task report and eye movement activity
SI Kronemer, M Aksen, JZ Ding, JH Ryu, Q Xin, Z Ding, JS Prince, H Kwon, ...
Nature Communications 13 (1), 7342, 2022
43*2022
The neural code for “face cells” is not face-specific
K Vinken, JS Prince, T Konkle, MS Livingstone
Science Advances 9 (35), eadg1736, 2023
362023
Contrastive learning explains the emergence and function of visual category-selective regions
JS Prince, GA Alvarez, T Konkle
Science Advances 10 (39), eadl1776, 2024
12*2024
Computational evidence for integrated rather than specialized feature tuning in category-selective regions
JS Prince, T Konkle
Journal of Vision 20 (11), 1577-1577, 2020
102020
Controlled assessment of CLIP-style language-aligned vision models in prediction of brain & behavioral data
C Conwell, JS Prince, CJ Hamblin, GA Alvarez
ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation …, 2023
72023
Comparing representations that support object, scene, and face recognition using representational trajectory analysis.
A Kallmayer, J Prince, T Konkle
Journal of Vision 20 (11), 861-861, 2020
52020
A case for sparse positive alignment of neural systems
JS Prince, C Conwell, GA Alvarez, T Konkle
ICLR 2024 Workshop on Representational Alignment, 2024
42024
Disentangling signal and noise in neural responses through generative modeling
K Kay, JS Prince, T Gebhart, G Tuckute, J Zhou, T Naselaris, H Schutt
bioRxiv, 2024
32024
Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems
JS Prince, G Fajardo, GA Alvarez, T Konkle
The Twelfth International Conference on Learning Representations, 2024
22024
3d view prediction models of the dorsal visual stream
G Sarch, HYF Tung, A Wang, J Prince, M Tarr
arXiv preprint arXiv:2309.01782, 2023
22023
Language Models of Visual Cortex: Where do they work? And why do they work so well where they do?
C Conwell, JS Prince, GA Alvarez, T Konkle
Journal of Vision 23 (9), 5653-5653, 2023
22023
Lesioning category-selective units in silico yields functionally specialized deficits
JS Prince, GA Alvarez, T Konkle
Journal of Vision 23 (9), 5657-5657, 2023
22023
The Unreasonable Effectiveness of Word Models in Predicting High-Level Visual Cortex Responses to Natural Images
C Conwell, J Prince, G Alvarez, T Konkle
2
Monkey See, Model Knew: Large Language Models accurately Predict Human AND Macaque Visual Brain Activity
C Conwell, E McMahon, AV Jagadeesh, K Vinken, S Sharma, JS Prince, ...
UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 2024
12024
Neural and computational evidence that category-selective visual regions are facets of a unified object space
JS Prince, T Konkle
Journal of Vision 22 (14), 4428-4428, 2022
12022
Relating category-selective regions in biological and artificial neural networks
JS Prince, T Konkle
Journal of Vision 19 (10), 60d-60d, 2019
12019
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