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Surrogate gradients for analog neuromorphic computing.
Cramer, Benjamin; Billaudelle, Sebastian; Kanya, Simeon; Leibfried, Aron; Grübl, Andreas; Karasenko, Vitali; Pehle, Christian; Schreiber, Korbinian; Stradmann, Yannik; Weis, Johannes; Schemmel, Johannes; Zenke, Friedemann.
Affiliation
  • Cramer B; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany; benjamin.cramer@kip.uni-heidelberg.de sebastian.billaudelle@kip.uni-heidelberg.de friedemann.zenke@fmi.ch.
  • Billaudelle S; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany; benjamin.cramer@kip.uni-heidelberg.de sebastian.billaudelle@kip.uni-heidelberg.de friedemann.zenke@fmi.ch.
  • Kanya S; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Leibfried A; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Grübl A; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Karasenko V; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Pehle C; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Schreiber K; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Stradmann Y; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Weis J; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Schemmel J; Kirchhoff-Institute for Physics, Heidelberg University, 69120 Heidelberg, Germany.
  • Zenke F; Computational Neuroscience Group, Friedrich Miescher Institute for Biomedical Research, 4058 Basel, Switzerland benjamin.cramer@kip.uni-heidelberg.de sebastian.billaudelle@kip.uni-heidelberg.de friedemann.zenke@fmi.ch.
Proc Natl Acad Sci U S A ; 119(4)2022 01 25.
Article in En | MEDLINE | ID: mdl-35042792
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer Language: En Journal: Proc Natl Acad Sci U S A Year: 2022 Type: Article
Fulltext
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer Language: En Journal: Proc Natl Acad Sci U S A Year: 2022 Type: Article