Catalyzing next-generation Artificial Intelligence through NeuroAI.

Animals Humans Artificial Intelligence Neurosciences

Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
22 03 2023
Historique:
received: 11 09 2022
accepted: 03 03 2023
entrez: 23 3 2023
pubmed: 24 3 2023
medline: 25 3 2023
Statut: epublish

Résumé

Neuroscience has long been an essential driver of progress in artificial intelligence (AI). We propose that to accelerate progress in AI, we must invest in fundamental research in NeuroAI. A core component of this is the embodied Turing test, which challenges AI animal models to interact with the sensorimotor world at skill levels akin to their living counterparts. The embodied Turing test shifts the focus from those capabilities like game playing and language that are especially well-developed or uniquely human to those capabilities - inherited from over 500 million years of evolution - that are shared with all animals. Building models that can pass the embodied Turing test will provide a roadmap for the next generation of AI.

Identifiants

DOI: 10.1038/s41467-023-37180-x PMID: 36949048 PMC: PMC10033876
pubmed: 36949048
doi: 10.1038/s41467-023-37180-x
pii: 10.1038/s41467-023-37180-x
pmc: PMC10033876
doi:

Types de publication

Journal Article Review Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

1597

Subventions

Organisme : NIMH NIH HHS
ID : R01 MH125571
Pays : United States
Organisme : NEI NIH HHS
ID : R01 EY018847
Pays : United States
Organisme : NINDS NIH HHS
ID : RF1 NS127122
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH109556
Pays : United States
Organisme : NEI NIH HHS
ID : R01 EY026927
Pays : United States

Informations de copyright

© 2023. The Author(s).

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Auteurs

Anthony Zador (A)

Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, USA. zador@cshl.edu.
ORCID: 0000-0002-8431-9136

Sean Escola (S)

Department of Psychiatry, Columbia University, New York, NY, 10027, USA.
ORCID: 0000-0003-0645-1964

Blake Richards (B)

Mila, Montréal, QC, H2S 3H1, Canada.
School of Computer Science, McGill University, Montreal, Canada.
Montreal Neurological Institute, McGill University, Montreal, Canada.
Department of Neurology & Neurosurgery, McGill University, Montreal, Canada.
Learning in Machines and Brains Program, CIFAR, Toronto, Canada.

Bence Ölveczky (B)

Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, 02138, USA.

Yoshua Bengio (Y)

Mila, Montréal, QC, H2S 3H1, Canada.
ORCID: 0000-0002-9322-3515

Kwabena Boahen (K)

Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA.

Matthew Botvinick (M)

Google Deepmind, London, N1C 4AG, UK.
ORCID: 0000-0001-7758-6896

Dmitri Chklovskii (D)

Flatiron Institute, Simons Foundation, New York, NY, 10010, USA.

Anne Churchland (A)

Department of Neurobiology, University of California Los Angeles, Los Angeles, CA, 90095, USA.
ORCID: 0000-0002-3205-3794

Claudia Clopath (C)

Department of Bioengineering, Imperial College London, London, SW7 2BW, UK.
ORCID: 0000-0003-4507-8648

James DiCarlo (J)

Department of Brain and Cognitive Sciences, MIT, Cambridge, MA, 02139, USA.
ORCID: 0000-0002-1592-5896

Surya Ganguli (S)

Department of Applied Physics, Stanford University, Stanford, CA, 94305, USA.

Jeff Hawkins (J)

Numenta, Redwood City, CA, 94063, USA.

Konrad Körding (K)

Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, 19104, USA.

Alexei Koulakov (A)

Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, USA.

Yann LeCun (Y)

Meta, Menlo Park, CA, 94025, USA.
Department of Electrical and Computer Engineering, NYU, Brooklyn, NY, 11201, USA.

Timothy Lillicrap (T)

Google Deepmind, London, N1C 4AG, UK.

Adam Marblestone (A)

Media Lab, MIT, Cambridge, MA, 02140, USA.

Bruno Olshausen (B)

Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA, 94720, USA.

Alexandre Pouget (A)

Department of Basic Neurosciences, University of Geneva, Genève, 1211, Switzerland.

Cristina Savin (C)

Center for Neural Science, NYU, New York, NY, 10003, USA.
ORCID: 0000-0002-3414-8244

Terrence Sejnowski (T)

Salk Institute for Biological Studies, La Jolla, CA, 92037, USA.
ORCID: 0000-0002-0622-7391

Eero Simoncelli (E)

Departments of Neural Science, Mathematics, and Psychology, NYU, New York, NY, 10003, USA.
ORCID: 0000-0002-1206-527X

Sara Solla (S)

Department of Physiology, Northwestern University, Chicago, IL, 60611, USA.
ORCID: 0000-0001-7696-447X

David Sussillo (D)

Meta, Menlo Park, CA, 94025, USA.
Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA.

Andreas S Tolias (AS)

Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA.
ORCID: 0000-0002-4305-6376

Doris Tsao (D)

Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA, 94720, USA.

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Catalyzing next-generation Artificial...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Catalyzing next-generation Artificial...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Catalyzing next-generation Artificial...
questionsmedicales.fr › Disciplines des sciences naturelles › Disciplines des sciences biologiques › Neurosciences › Catalyzing next-generation Artificial...