J. J. Hopfield

Princeton UniversityUnited States

Computer Science · Physical Sciences

85h-index66.6kcitations293works3.02yr avg

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Research Topics

Neural Networks and Applications(49), Neural dynamics and brain function(38), Semiconductor Quantum Structures and Devices(24), Advanced Memory and Neural Computing(21), Molecular Junctions and Nanostructures(21)

Publications292 total

Reviews of Modern Physics·2025· 3 cited
Large Associative Memory Problem in Neurobiology and Machine Learning
International Conference on Learning Representations·2021· 2 cited
Princeton University Press eBooks·2021· 2 cited
arXiv (Cornell University)·2020· 56 citedOpen Access
arXiv (Cornell University)·2020· 7 citedOpen Access
arXiv (Cornell University)·2019· 7 citedOpen Access
Proceedings of the National Academy of Sciences·2019· 168 citedOpen Access
2018· 64 cited
Feature to prototype transition in neural networks
Bulletin of the American Physical Society·2017
arXiv (Cornell University)·2016· 27 citedOpen Access
Physical Biology·2014· 1 citedOpen Access
Annual Review of Condensed Matter Physics·2013· 12 citedOpen Access
Frontiers in Computational Neuroscience·2013· 78 citedOpen Access
Bayesian Methods for Adaptive Models
2011
Proceedings of the National Academy of Sciences·2009· 104 citedOpen Access
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Frequent Co-authors

D. G. Thomas(10), David W. Tank(5), David N. Beratan(4), José N. Onuchic(3), Noam Agmon(2), Andreas V. M. Herz(2), M. Gershenzon(2), Carlos D. Brody(2), Leland H. Hartwell(1), Stanislas Leibler(1), Andrew W. Murray(1), W. M. Augustyniak(1), David I. Feinstein(1), R. G. Palmer(1), R. T. Lynch(1), C. H. Henry(1), Carl C.H. Petersen(1), Robert C. Malenka(1), Roger A. Nicoll(1), C. J. Frosch(1)