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DiCarlo’s research goal is to reverse engineer the brain mechanisms that underlie human visual intelligence. He and his collaborators have revealed how population image transformations carried out by a deep stack of interconnected neocortical brain areas — called the primate ventral visual stream — are effortlessly able to extract object identity from visual images. His team uses a combination of large-scale neurophysiology, brain imaging, direct neural perturbation methods, and machine learning methods to build and test neurally-mechanistic computational models of the ventral visual stream and its support of cognition and behavior. Such an engineering-based understanding is likely to lead to new artificial vision and artificial intelligence approaches, new brain-machine interfaces to restore or augment lost senses, and a new foundation to ameliorate disorders of the mind.
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论文共 196 篇作者统计合作学者相似作者
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CONFERENCE ON PARSIMONY AND LEARNING, VOL 234 (2024): 395-418
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James J. DiCarlo,Daniel L. K. Yamins, Michael E. Ferguson,Evelina Fedorenko,Matthias Bethge,Tyler Bonnen,Martin Schrimpf
BEHAVIORAL AND BRAIN SCIENCES (2024): e390-e390
James J. DiCarlo, Daniel Yamins, Michael Ferguson,Evelina Fedorenko,Matthias Bethge,Tyler Bonnen,Martin Schrimpf
Behavioral and brain sciences (2024)
Benjamin Peters,James J DiCarlo, Todd Gureckis,Ralf Haefner,Leyla Isik,Joshua Tenenbaum,Talia Konkle, Thomas Naselaris,Kimberly Stachenfeld, Zenna Tavares,Doris Tsao,Ilker Yildirim,Nikolaus Kriegeskorte
ArXiv (2024)
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Journal of Visionno. 9 (2023): 5788-5788
Jeffrey S. Bowers,Gaurav Malhotra,Marin Dujmovic,Milton Llera Montero,Christian Tsvetkov,Valerio Biscione,Guillermo Puebla,Federico Adolfi,John E. Hummel,Rachel F. Heaton,Benjamin D. Evans,Jeffrey Mitchell,Ryan Blything,Barton L. Anderson,Katherine R. Storrs,Roland W. Fleming,Thomas G. Bever,Noam Chomsky,Sandiway Fong,Massimo Piattelli-Palmarini,Keerthi S. Chandran, Amrita Mukherjee Paul,Avijit Paul,Kuntal Ghosh,Jelmer Philip de Vries,Alban Flachot,Takuma Morimoto,Karl R. Gegenfurtner,James J. DiCarlo,Daniel L. K. Yamins, Michael E. Ferguson,Evelina Fedorenko,Matthias Bethge,Tyler Bonnen,Martin Schrimpf,Joseph Scott German,Robert A. Jacobs,Tal Golan,JohnMark Taylor,Heiko Schutt,Benjamin Peters,Rowan P. Sommers,Katja Seeliger,Adrien Doerig,Paul Linton,Talia Konkle,Marcel van Gerven,Konrad Kording,Blake Richards,Tim C. Kietzmann,Grace W. Lindsay,Nikolaus Kriegeskorte,Moshe Gur,Katherine Hermann,Aran Nayebi,Sjoerd van Steenkiste,Matt Jones,Conor Houghton,Nina Kazanina,Priyanka Sukumaran,Philip J. Kellman,Nicholas Baker,Patrick Garrigan,Austin Phillips,Hongjing Lu,Marcin Koculak,Michal Wierzchon,Aedan Y. Li,Marieke Mur,Hause Lin,Drew Linsley,Thomas Serre,Jianghao Liu,Paolo Bartolomeo,Bradley C. Love,Robert M. Mok,Mihnea Moldoveanu,Hans Op de Beeck,Stefania Bracci,Constantin Rothkopf,Frank Bremmer,Katja Fiehler,Katharina Dobs,Jochen Triesch,Heleen A. Slagter,Michael W. Spratling,Nisheeth Srivastava,Anjali Sifar,Narayanan Srinivasan,Christopher Summerfield,Jessica A. F. Thompson,Michael J. Tarr,Walter Veit,Heather Browning,Felix A. Wichmann,Simon Kornblith,Robert Geirhos,Yaoda Xu,Maryam Vaziri-Pashkam,Galit Yovel,Naphtali Abudarham
Anthony Zador,Sean Escola,Blake Richards,Bence Ölveczky,Yoshua Bengio,Kwabena Boahen,Matthew Botvinick,Dmitri Chklovskii,Anne Churchland,Claudia Clopath,James DiCarlo,Surya Ganguli,Jeff Hawkins,Konrad Körding,Alexei Koulakov,Yann LeCun,Timothy Lillicrap, Adam Marblestone,Bruno Olshausen,Alexandre Pouget,Cristina Savin,Terrence Sejnowski,Eero Simoncelli,Sara Solla,David Sussillo,Andreas S. Tolias,Doris Tsao
Nature communicationsno. 1 (2023): 1597-1597
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作者统计
#Papers: 196
#Citation: 32152
H-Index: 63
G-Index: 179
Sociability: 7
Diversity: 0
Activity: 2
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