Literature DB >> 9907706

Statistical mechanics of learning from examples.

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Abstract

Year:  1992        PMID： 9907706     DOI： 10.1103/physreva.45.6056

Source DB:  PubMed          Journal:  Phys Rev A        ISSN： 1050-2947            Impact factor:   3.140


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  7 in total

Review 1.  Neural networks and perceptual learning.

Authors:  Misha Tsodyks; Charles Gilbert
Journal:  Nature       Date:  2004-10-14       Impact factor: 49.962

Review 2.  If deep learning is the answer, what is the question?

Authors:  Andrew Saxe; Stephanie Nelli; Christopher Summerfield
Journal:  Nat Rev Neurosci       Date:  2020-11-16       Impact factor: 34.870

3.  Fundamental bounds on learning performance in neural circuits.

Authors:  Dhruva Venkita Raman; Adriana Perez Rotondo; Timothy O'Leary
Journal:  Proc Natl Acad Sci U S A       Date:  2019-05-06       Impact factor: 11.205

4.  High-dimensional dynamics of generalization error in neural networks.

Authors:  Madhu S Advani; Andrew M Saxe; Haim Sompolinsky
Journal:  Neural Netw       Date:  2020-09-05

5.  Statistical Mechanics of On-Line Learning Under Concept Drift.

Authors:  Michiel Straat; Fthi Abadi; Christina Göpfert; Barbara Hammer; Michael Biehl
Journal:  Entropy (Basel)       Date:  2018-10-10       Impact factor: 2.524

6.  Optimal learning with excitatory and inhibitory synapses.

Authors:  Alessandro Ingrosso
Journal:  PLoS Comput Biol       Date:  2020-12-28       Impact factor: 4.475

7.  Generalization properties of neural network approximations to frustrated magnet ground states.

Authors:  Tom Westerhout; Nikita Astrakhantsev; Konstantin S Tikhonov; Mikhail I Katsnelson; Andrey A Bagrov
Journal:  Nat Commun       Date:  2020-03-27       Impact factor: 14.919
  7 in total

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