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

James Z. Wang; Bradley Paul Wyble

doi:10.1016/j.patter.2024.101094

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

James Z. Wang
, Bradley Paul Wyble

Research output: Contribution to journal › Comment/debate › peer-review

5 Scopus 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.

Original language	English (US)
Article number	101094
Journal	Patterns
Volume	5
Issue number	11
DOIs	https://doi.org/10.1016/j.patter.2024.101094
State	Published - Nov 8 2024

All Science Journal Classification (ASJC) codes

General Decision Sciences

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10.1016/j.patter.2024.101094

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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.",

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AB - 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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Hopfield and Hinton's neural network revolution and the future of AI

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