Sleep prevents catastrophic forgetting in spiking neural networks by forming a joint synaptic weight representation

• Ryan Golden ,

  Contributed equally to this work with: Ryan Golden, Jean Erik Delanois

  Roles Conceptualization, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Neurosciences Graduate Program, University of California, San Diego, La Jolla, California, United States of America, Department of Medicine, University of California, San Diego, La Jolla, California, United States of America

  https://orcid.org/0000-0001-7401-6046

  ⨯
• Jean Erik Delanois ,

  Contributed equally to this work with: Ryan Golden, Jean Erik Delanois

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Medicine, University of California, San Diego, La Jolla, California, United States of America, Department of Computer Science and Engineering, University of California, San Diego, La Jolla, California, United States of America

  https://orcid.org/0000-0002-8680-3239

  ⨯
• Pavel Sanda,

  Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Institute of Computer Science of the Czech Academy of Sciences, Prague, Czech Republic

  ⨯
• Maxim Bazhenov

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: mbazhenov@ucsd.edu

  Affiliations Neurosciences Graduate Program, University of California, San Diego, La Jolla, California, United States of America, Department of Medicine, University of California, San Diego, La Jolla, California, United States of America

  https://orcid.org/0000-0002-1936-0570

  ⨯