Literature DB >> 29463735

Note on the quadratic penalties in elastic weight consolidation.

Ferenc Huszár1.   

Abstract

Mesh：

Year:  2018        PMID： 29463735      PMCID： PMC5856534          DOI： 10.1073/pnas.1717042115

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


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  1 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
  1 in total
  4 in total

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

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:  2018-02-20       Impact factor: 11.205

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Journal:  Curr Opin Behav Sci       Date:  2021-04

3.  Self-Net: Lifelong Learning via Continual Self-Modeling.

Authors:  Jaya Krishna Mandivarapu; Blake Camp; Rolando Estrada
Journal:  Front Artif Intell       Date:  2020-04-09

4.  Presynaptic stochasticity improves energy efficiency and helps alleviate the stability-plasticity dilemma.

Authors:  Simon Schug; Frederik Benzing; Angelika Steger
Journal:  Elife       Date:  2021-10-18       Impact factor: 8.140
  4 in total

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