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Human-like systematic generalization through a meta-learning neural network

Human-like systematic generalization through a meta-learning neural network

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10620072

Human-like systematic generalization through a meta-learning neural network

About this item

Full title

Human-like systematic generalization through a meta-learning neural network

Publisher

London: Nature Publishing Group UK

Journal title

Nature (London), 2023-11, Vol.623 (7985), p.115-121

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

The power of human language and thought arises from systematic compositionality—the algebraic ability to understand and produce novel combinations from known components. Fodor and Pylyshyn
1
famously argued that artificial neural networks lack this capacity and are therefore not viable models of the mind. Neural networks have advanced conside...

Alternative Titles

Full title

Human-like systematic generalization through a meta-learning neural network

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10620072

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10620072

Other Identifiers

ISSN

0028-0836,1476-4687

E-ISSN

1476-4687

DOI

10.1038/s41586-023-06668-3

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