Jonas Kubilius
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Explore the profile of Jonas Kubilius including associated specialties, affiliations and a list of published articles.
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Articles
18
Citations
527
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Recent Articles
1.
Nayebi A, Sagastuy-Brena J, Bear D, Kar K, Kubilius J, Ganguli S, et al.
Neural Comput
. 2022 Jul;
34(8):1652-1675.
PMID: 35798321
The computational role of the abundant feedback connections in the ventral visual stream is unclear, enabling humans and nonhuman primates to effortlessly recognize objects across a multitude of viewing conditions....
2.
Schrimpf M, Kubilius J, Lee M, Ratan Murty N, Ajemian R, DiCarlo J
Neuron
. 2020 Sep;
108(3):413-423.
PMID: 32918861
A potentially organizing goal of the brain and cognitive sciences is to accurately explain domains of human intelligence as executable, neurally mechanistic models. Years of research have led to models...
3.
Kar K, Kubilius J, Schmidt K, Issa E, DiCarlo J
Nat Neurosci
. 2019 May;
22(6):974-983.
PMID: 31036945
Non-recurrent deep convolutional neural networks (CNNs) are currently the best at modeling core object recognition, a behavior that is supported by the densely recurrent primate ventral stream, culminating in the...
4.
Kubilius J
Neuroimage
. 2017 Dec;
180(Pt A):110-111.
PMID: 29223741
The desire to understand a given phenomenon is at the core of a scientist's mission. Yet what is meant by "understanding"? As soon as we try to operationalize this concept,...
5.
Kubilius J, Sleurs C, Wagemans J
Iperception
. 2017 May;
8(2):2041669517699628.
PMID: 28491272
According to Recognition-By-Components theory, object recognition relies on a specific subset of three-dimensional shapes called . In particular, these configurations constitute a powerful cue to three-dimensional object reconstruction because their...
6.
Kubilius J, Bracci S, Op de Beeck H
PLoS Comput Biol
. 2016 Apr;
12(4):e1004896.
PMID: 27124699
Theories of object recognition agree that shape is of primordial importance, but there is no consensus about how shape might be represented, and so far attempts to implement a model...
7.
Kamps F, Julian J, Kubilius J, Kanwisher N, Dilks D
Neuroimage
. 2016 Mar;
132:417-424.
PMID: 26931815
Neuroimaging studies have identified three scene-selective regions in human cortex: parahippocampal place area (PPA), retrosplenial complex (RSC), and occipital place area (OPA). However, precisely what scene information each region represents...
8.
De Keyser R, Bossens C, Kubilius J, Op de Beeck H
J Vis
. 2015 Nov;
15(15):14.
PMID: 26605843
Nonhuman primates are the main animal model to investigate high-level properties of human cortical vision. For one property, transformation-invariant object recognition, recent studies have revealed interesting and unknown capabilities in...
9.
Kubilius J, Baeck A, Wagemans J, Op de Beeck H
Cortex
. 2015 Mar;
72:5-14.
PMID: 25771992
The human brain performs many nonlinear operations in order to extract relevant information from local inputs. How can we observe and quantify these effects within and across large patches of...
10.
Kubilius J, Wagemans J, Op de Beeck H
Front Comput Neurosci
. 2015 Jan;
8:158.
PMID: 25566044
If a picture is worth a thousand words, as an English idiom goes, what should those words-or, rather, descriptors-capture? What format of image representation would be sufficiently rich if we...