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Fixing the Problems of Deep Neural Networks Will Require Better Training Data and Learning Algorithms

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

Behavioral and Brain Sciences（2023）

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Key words
Deep Learning
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