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A critique of pure learning and what artificial neural networks can learn from animal brains

A critique of pure learning and what artificial neural networks can learn from animal brains

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_756ea53345a445f7abb929c988568b60

A critique of pure learning and what artificial neural networks can learn from animal brains

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Full title

A critique of pure learning and what artificial neural networks can learn from animal brains

Author / Creator

Publisher

London: Nature Publishing Group UK

Journal title

Nature communications, 2019-08, Vol.10 (1), p.3770-7, Article 3770

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Artificial neural networks (ANNs) have undergone a revolution, catalyzed by better supervised learning algorithms. However, in stark contrast to young animals (including humans), training such networks requires enormous numbers of labeled examples, leading to the belief that animals must rely instead mainly on unsupervised learning. Here we argue t...

Alternative Titles

Full title

A critique of pure learning and what artificial neural networks can learn from animal brains

Authors, Artists and Contributors

Author / Creator

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Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_756ea53345a445f7abb929c988568b60

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_756ea53345a445f7abb929c988568b60

Other Identifiers

ISSN

2041-1723

E-ISSN

2041-1723

DOI

10.1038/s41467-019-11786-6

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