The DiCarlo Lab at MIT

DiCarlo, James J.

2016
Aparicio, Paul L.
Issa, Elias B.
DiCarlo, James J.
Neurophysiological Organization of the Middle Face Patch in Macaque Inferior Temporal Cortex

In:
The Journal of Neuroscience

Available At:
https://www.jneurosci.org/content/jneuro/36/50/12729.full.pdf

Abstract: Neurophysiological Organization of the Middle Face Patch in Macaque Inferior Temporal Cortex
2018
Kubilius, Jonas
Martin Schrimpf
Aran Nayebi
Daniel Bear
Daniel L. K. Yamins
DiCarlo, James J.
CORnet: Modeling the Neural Mechanisms of Core Object Recognition

In:
bioRxiv

Available At:
https://www.biorxiv.org/content/10.1101/408385v1.full.pdf

Abstract: CORnet: Modeling the Neural Mechanisms of Core Object Recognition
2018
Martin Schrimpf
Kubilius, Jonas
Ha Hong
Najib Majaj
Rajalingham, Rishi
Issa, Elias B.
Kar, Kohitij
Bashivan, Pouya
Jonathan Prescott-Roy
Schmidt, Kailyn
Daniel L. K. Yamins
DiCarlo, James J.
Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like?

In:
bioRxiv

Available At:
https://www.biorxiv.org/content/10.1101/407007v2.full.pdf

Abstract: Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like?
2018
Kar, Kohitij
Schmidt, Kailyn
DiCarlo, James J.
Bashivan, Pouya
Rajalingham, Rishi
Issa, Elias B.
Large-scale, high-resolution comparison of the core visual object recognition behavior of humans, monkeys, and state-of-the-art deep artificial neural networks

In:
bioRxiv

Available At:
https://www.biorxiv.org/content/10.1101/240614v4.full.pdf

Abstract: Large-scale, high-resolution comparison of the core visual object recognition behavior of humans, monkeys, and state-of-the-art deep artificial neural networks
2018
Aran Nayebi
Daniel Bear
Kubilius, Jonas
Ganguli, S
Sussillo, D
DiCarlo, James J.
Yamins, DLK
Task-Driven Convolutional Recurrent Models of the Visual System

In:
arXiv

Available At:
https://arxiv.org/pdf/1807.00053.pdf

Abstract: Task-Driven Convolutional Recurrent Models of the Visual System
2018
Kar, Kohitij
Kubilius, Jonas
Schmidt, Kailyn
Issa, Elias B.
DiCarlo, James J.
Evidence that recurrent circuits are critical to the ventral stream’s execution of core object recognition behavior

In:
bioRxiv

Available At:
https://www.biorxiv.org/content/10.1101/354753v1.full.pdf

Abstract: Evidence that recurrent circuits are critical to the ventral stream’s execution of core object recognition behavior
2018
Bashivan, Pouya
Tensen, Mark
DiCarlo, James J.
Teacher Guided Architecture Search

In:
arXiv

Available At:
https://arxiv.org/pdf/1808.01405.pdf

Abstract: Teacher Guided Architecture Search
2018
DiCarlo, James J.
Rajalingham, Rishi
Reversible inactivation of different millimeter-scale regions of primate IT results in different patterns of core object recognition deficits

In:
bioRxiv

Available At:
https://www.biorxiv.org/content/10.1101/390245v1.full.pdf

Abstract: Reversible inactivation of different millimeter-scale regions of primate IT results in different patterns of core object recognition deficits
2018
Batista, Aaron P.
DiCarlo, James J.
Deep learning reaches the motor system

In:
Nature Methods

Available At:
https://doi.org/10.1038/s41592-018-0152-6

Abstract: Deep learning reaches the motor system
2018
Issa, Elias B.
Cadieu, Charles F
DiCarlo, James J.
Neural dynamics at successive stages of the ventral visual stream are consistent with hierarchical error signals.

In:
eLife

Available At:
https://elifesciences.org/articles/42870https://cdn.elifesciences.org/articles/42870/elife-42870-v2.pdf

Abstract: Neural dynamics at successive stages of the ventral visual stream are consistent with hierarchical error signals.