The DiCarlo Lab at MIT

Publications

2008
Op de Beeck, H. P.
DiCarlo, J. J.
Goense, J. B. M.
Grill-Spector, K.
Papanastassiou, A.
Tanifuji, M.
Tsao, D. Y.
Fine-Scale Spatial Organization of Face and Object Selectivity in the Temporal Lobe: Do Functional Magnetic Resonance Imaging, Optical Imaging, and Electrophysiology Agree?

Journal of Neuroscience

http://www.jneurosci.org/cgi/doi/10.1523/JNEUROSCI.3799-08.2008

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Abstract: Fine-Scale Spatial Organization of Face and Object Selectivity in the Temporal Lobe: Do Functional Magnetic Resonance Imaging, Optical Imaging, and Electrophysiology Agree?
2008
Li, Nuo
DiCarlo, James J.
Unsupervised Natural Experience Rapidly Alters Invariant Object Representation in Visual Cortex

Science

http://www.sciencemag.org/cgi/content/full/321/5895/1502?ijkey=wb6T4x69JeSes&keytype=ref&siteid=sci

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Abstract: Unsupervised Natural Experience Rapidly Alters Invariant Object Representation in Visual Cortex
2008
Cox, David D.
Papanastassiou, Alexander M.
Oreper, Daniel
Andken, Benjamin B.
DiCarlo, James J.
High-Resolution Three-Dimensional Microelectrode Brain Mapping Using Stereo Microfocal X-ray Imaging

Journal of Neurophysiology

https://www.physiology.org/doi/10.1152/jn.90672.2008

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Abstract: High-Resolution Three-Dimensional Microelectrode Brain Mapping Using Stereo Microfocal X-ray Imaging

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2008
Pinto, Nicolas
Cox, David D.
DiCarlo, James J.
Friston, Karl J.
Why is Real-World Visual Object Recognition Hard?

PLoS Computational Biology

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.0040027

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Abstract: Why is Real-World Visual Object Recognition Hard?

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2008
Rust, N. C.
James J. DiCarlo
Increases in selectivity are offset by increases in tolerance (“invariance”) to maintain sparseness across the ventral visual pathway

Society for Neuroscience

https://www.abstractsonline.com/Plan/ViewAbstract.aspx?sKey=fc0d0a2d-b563-4b41-8311-0805f08bde8a&cKey=8a2c998e-bc76-4d92-96ac-ad5199da59bf&mKey=%7bAFEA068D-D012-4520-8E42-10E4D1AF7944%7d

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Abstract: Increases in selectivity are offset by increases in tolerance (“invariance”) to maintain sparseness across the ventral visual pathway
2008
Cox, D. D.
DiCarlo, J. J.
Does Learned Shape Selectivity in Inferior Temporal Cortex Automatically Generalize Across Retinal Position?

Journal of Neuroscience

http://www.jneurosci.org/cgi/doi/10.1523/JNEUROSCI.2142-08.2008

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Abstract: Does Learned Shape Selectivity in Inferior Temporal Cortex Automatically Generalize Across Retinal Position?

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2008
Rust, N. C.
DiCarlo, James J.
Concurrent increases in selectivity and tolerance produce constant sparseness across the ventral visual stream

Computation and Systems Neuroscience (COSYNE)

http://www.cosyne.org/c/images/8/8e/Cosyne_pf_new.pdf

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Abstract: Concurrent increases in selectivity and tolerance produce constant sparseness across the ventral visual stream
2008
Pinto, Nicolas
DiCarlo, James J.
Cox, David D.
Establishing Good Benchmarks and Baselines for Face Recognition

European Conference on Computer Vision-Faces in ‘Real-Life’ Images Workshop

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Abstract: Establishing Good Benchmarks and Baselines for Face Recognition

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2008
Cox, David D.
Pinto, Nicolas
Doukhan, David
Corda, B
DiCarlo, James J.
A high-throughput screening approach to discovering good forms of visual representation

Computation and Systems Neuroscience (COSYNE)

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Abstract: A high-throughput screening approach to discovering good forms of visual representation
2008
Rust, N. C.
DiCarlo, James J.
Inferior temporal cortex robustly signals encounters with new objects, but is not an online representation of the visual world

Society for Neuroscience

https://www.abstractsonline.com/Plan/ViewAbstract.aspx?sKey=ee83e7f7-5aea-4ec8-a948-436658d20e37&cKey=fc64f0af-c81e-4b0e-b809-796349279531&mKey=%7bAFEA068D-D012-4520-8E42-10E4D1AF7944%7d

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Abstract: Inferior temporal cortex robustly signals encounters with new objects, but is not an online representation of the visual world
2008
Zoccolan, Davide
Cox, David D.
Oertelt, Nadja
Radwam, Basma
Tsang, Sabrina
DiCarlo, James J.
Is the rodent a valuable model system for studying invariant object recognition?

Computation and Systems Neuroscience (COSYNE)

http://www.cosyne.org/c/images/8/8e/Cosyne_pf_new.pdf

Google Scholar
Abstract: Is the rodent a valuable model system for studying invariant object recognition?
2008
Li, Nuo
DiCarlo, James J.
Natural experience drives online learning of tolerant object representations in visual cortex

Computation and Systems Neuroscience (COSYNE)

http://www.cosyne.org/c/images/8/8e/Cosyne_pf_new.pdf

Google Scholar
Abstract: Natural experience drives online learning of tolerant object representations in visual cortex
2008
DiCarlo, James J.
Li, Nuo
Unsupervised natural experience rapidly alters invariant object representation in visual cortex

Society for Neuroscience

https://www.abstractsonline.com/Plan/ViewAbstract.aspx?sKey=ee83e7f7-5aea-4ec8-a948-436658d20e37&cKey=9a873eb3-f8d3-48b5-8df9-9f7b2ef0a3d9&mKey=%7bAFEA068D-D012-4520-8E42-10E4D1AF7944%7d

Google Scholar
Abstract: Unsupervised natural experience rapidly alters invariant object representation in visual cortex
2008
Pinto, Nicolas
Cox, David D.
Corda, B
Doukhan, David
DiCarlo, James J.
Why is real-world object recognition hard?: Establishing honest benchmarks and baselines for object recognition

Computation and Systems Neuroscience (COSYNE)

Google Scholar
Abstract: Why is real-world object recognition hard?: Establishing honest benchmarks and baselines for object recognition
2007
Op de Beeck, Hans P.
Deutsch, Jennifer A.
Vanduffel, Wim
Kanwisher, Nancy G.
DiCarlo, James J.
A Stable Topography of Selectivity for Unfamiliar Shape Classes in Monkey Inferior Temporal Cortex

Cerebral Cortex

https://academic.oup.com/cercor/article-lookup/doi/10.1093/cercor/bhm196

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Abstract: A Stable Topography of Selectivity for Unfamiliar Shape Classes in Monkey Inferior Temporal Cortex

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2007
Zoccolan, D.
Kouh, M.
Poggio, T.
DiCarlo, J. J.
Trade-Off between Object Selectivity and Tolerance in Monkey Inferotemporal Cortex

Journal of Neuroscience

http://www.jneurosci.org/cgi/doi/10.1523/JNEUROSCI.1897-07.2007

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Abstract: Trade-Off between Object Selectivity and Tolerance in Monkey Inferotemporal Cortex

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2007
DiCarlo, James J.
Cox, David D.
Untangling invariant object recognition

Trends in Cognitive Sciences

https://linkinghub.elsevier.com/retrieve/pii/S1364661307001593

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Abstract: Untangling invariant object recognition

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2006
Kreiman, Gabriel
Hung, Chou P.
Kraskov, Alexander
Quiroga, Rodrigo Quian
Poggio, Tomaso
DiCarlo, James J.
Object Selectivity of Local Field Potentials and Spikes in the Macaque Inferior Temporal Cortex

Neuron

https://linkinghub.elsevier.com/retrieve/pii/S0896627305011311

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Abstract: Object Selectivity of Local Field Potentials and Spikes in the Macaque Inferior Temporal Cortex

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2006

DiCarlo, James J.

Making faces in the brain

Nature

http://www.nature.com/articles/nature05000

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Abstract: Making faces in the brain

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2006
Op de Beeck, H. P.
Baker, C. I.
DiCarlo, J. J.
Kanwisher, N. G.
Discrimination Training Alters Object Representations in Human Extrastriate Cortex

Journal of Neuroscience

http://www.jneurosci.org/cgi/doi/10.1523/JNEUROSCI.2481-06.2006

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Abstract: Discrimination Training Alters Object Representations in Human Extrastriate Cortex

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