Literature DB >> 29463734

Reply to Huszár: The elastic weight consolidation penalty is empirically valid.

James Kirkpatrick1, Razvan Pascanu1, Neil Rabinowitz1, Joel Veness1, Guillaume Desjardins1, Andrei A Rusu1, Kieran Milan1, John Quan1, Tiago Ramalho1, Agnieszka Grabska-Barwinska1, Demis Hassabis1, Claudia Clopath2, Dharshan Kumaran2, Raia Hadsell1.   

Abstract

Mesh：

Year:  2018        PMID： 29463734      PMCID： PMC5856563          DOI： 10.1073/pnas.1800157115

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN： 0027-8424            Impact factor:   11.205


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  2 in total

1.  Overcoming catastrophic forgetting in neural networks.

Authors:  James Kirkpatrick; Razvan Pascanu; Neil Rabinowitz; Joel Veness; Guillaume Desjardins; Andrei A Rusu; Kieran Milan; John Quan; Tiago Ramalho; Agnieszka Grabska-Barwinska; Demis Hassabis; Claudia Clopath; Dharshan Kumaran; Raia Hadsell
Journal:  Proc Natl Acad Sci U S A       Date:  2017-03-14       Impact factor: 11.205

2.  Note on the quadratic penalties in elastic weight consolidation.

Authors:  Ferenc Huszár
Journal:  Proc Natl Acad Sci U S A       Date:  2018-02-20       Impact factor: 11.205
  2 in total

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