James DiCarlo
Also known as Jim DiCarlo, James J. DiCarlo
James DiCarlo is an MIT neuroscientist who uses artificial neural networks to study how the brain recognizes objects. He trained in biomedical engineering and medicine, then joined MIT's Department of Brain and Cognitive Sciences in 2002. His team's studies tested deep networks against primate vision in 2014 and used model-generated images to control visual neurons in 2019. He also led Brain-Score, which compares models with neural activity and behavior, and was elected to the American Academy of Arts and Sciences in 2023. He is the Peter de Florez Professor in MIT's Department of Brain and Cognitive Sciences and director of the MIT Siegel Family Quest for Intelligence.
- Works
- 239
- Citations
- 19,495
- h-index
- 61
- Badges
Publication numbers from OpenAlex, as of 27 October 2026.
Timeline
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1990–1998
Engineering and medical degrees
DiCarlo earns a BS in biomedical engineering at Northwestern University in 1990. He completes a PhD and an MD at Johns Hopkins University in 1998.
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By 2002
Postdoctoral research at Hopkins and Baylor
After his doctorates in 1998, he spends a year as a postdoctoral researcher at Johns Hopkins' Krieger Mind/Brain Institute. He continues his research at the Howard Hughes Medical Institute and Baylor College of Medicine's Division of Neuroscience before joining MIT in 2002.
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2002
Joining the MIT faculty
In 2002, he becomes an assistant professor in MIT's Department of Brain and Cognitive Sciences and an investigator at the McGovern Institute for Brain Research.
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2012–2021
Head of brain sciences
He heads MIT's Department of Brain and Cognitive Sciences from 2012 to 2021. With his leadership team, he develops undergraduate and graduate training programs that connect brain science with computing.
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2014
Deep networks match primate vision
In 2014, he is senior author of “Deep neural networks rival the representation of primate IT cortex for core visual object recognition” in PLOS Computational Biology. The team finds that deep neural networks match primate performance at identifying objects during a brief glance and predict neural responses in inferior temporal cortex.
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May 2019
Images that control visual neurons
In May 2019, he is senior author of “Neural population control via deep image synthesis”, with MIT postdocs Pouya Bashivan and Kohitij Kar as lead authors. The team uses a neural network model to design images that drive selected neurons in visual area V4, producing about 40 percent more activity than natural images.
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January 2021
Director of the MIT Quest
MIT appoints him director of its Quest for Intelligence in January 2021. The initiative studies natural intelligence and develops foundations for machine intelligence.
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August 2021
Brain-Score compares vision models
In 2021, he leads Brain-Score, a collaborative effort that compares models of the brain's ventral visual stream. It ranks models by how well they predict neural responses across brain regions and a subject's choices during object identification.
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April 2023
American Academy membership
In April 2023, he is elected to the American Academy of Arts and Sciences.
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As of October 2026
Visual learning at MIT
With Lynn Sörensen and Kohitij Kar, he reports in July 2026 that training a neural network to recognize objects produces changes that parallel learning-related changes in monkeys' inferior temporal cortex. He is the Peter de Florez Professor in MIT's Department of Brain and Cognitive Sciences, director of the MIT Siegel Family Quest for Intelligence, and an investigator at the McGovern Institute for Brain Research.
Career
- Since 2021Massachusetts Institute of TechnologyDirector, Quest for Intelligence
- Since 2002Massachusetts Institute of TechnologyInvestigator, McGovern Institute for Brain Research
- NowMassachusetts Institute of TechnologyPeter de Florez Professor, Department of Brain and Cognitive Sciences
- 2012–2021Massachusetts Institute of TechnologyHead, Department of Brain and Cognitive Sciences
- Until 2002Howard Hughes Medical InstituteResearcher
- Until 2002Baylor College of MedicineResearcher, Division of Neuroscience
- From 2002Massachusetts Institute of TechnologyAssistant Professor, Department of Brain and Cognitive Sciences
- From 1998Johns Hopkins UniversityPostdoctoral researcher, Krieger Mind/Brain Institute
Education
- 1998Johns Hopkins UniversityPhD
- 1998Johns Hopkins UniversityMD
- 1990Northwestern UniversityBS in biomedical engineering
Sources and credits
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- James DiCarlo to head Department of Brain and Cognitive Sciences | MIT News | Massachusetts Institute of Technology
- James DiCarlo | TEDxMIT
- James DiCarlo | The MIT Siegel Family Quest for Intelligence
- In one aspect of vision, computers catch up to primate brain | MIT News | Massachusetts Institute of Technology
- Putting vision models to the test | MIT News | Massachusetts Institute of Technology
- James DiCarlo named director of the MIT Quest for Intelligence | The MIT Siegel Family Quest for Intelligence
- Scoring the Brain: How Benchmark Datasets and Other Tools Are Solving Key Challenges in Neuroscience
- Eight from MIT elected to American Academy of Arts and Sciences for 2023 | MIT News | Massachusetts Institute of Technology
- How visual learning happens in the brain - MIT McGovern Institute
- AI-derived Mechanisms of Human Vision: Annual Swartz Foundation Mind/Brain Lecture, March 30 - SBU News


