Hopfield and Hinton’s neural network revolution and the future of AI

In this opinion piece, the authors, from the fields of artificial intelligence (AI) and psychology, reflect on how the foundational discoveries of Nobel laureates Hopfield and Hinton have influenced their research. They also discuss emerging directions in AI and the challenges that lie ahead for neural networks and machine learning.

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Institutions

Publication Details

Journal
Patterns
Published
2024-11-01
DOI
https://doi.org/10.1016/j.patter.2024.101094
Citations
6
Primary Topic
Cognitive Science and Education Research
Type
article
Field-Weighted Citation Impact
2.06

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article

Hopfield and Hinton’s neural network revolution and the future of AI

Brad Wyble, James Z. Wang
6 citations
Patterns
Cognitive Science and Education Research
2.06
article

Hopfield and Hinton’s neural network revolution and the future of AI

Brad Wyble, James Z. Wang
article en
6 citations

Abstract

In this opinion piece, the authors, from the fields of artificial intelligence (AI) and psychology, reflect on how the foundational discoveries of Nobel laureates Hopfield and Hinton have influenced their research. They also discuss emerging directions in AI and the challenges that lie ahead for neural networks and machine learning.

PatternsVol. 5(11)
Pennsylvania State University (US)
National Science Foundation, National Endowment for the Humanities, Burroughs Wellcome Fund, Amazon Web Services, National Institutes of Health, National Institute of Biomedical Imaging and Bioengineering
Openalex Percentile: Top 13%
Cognitive Science and Education Research
2.06
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