The gradient clusteron: A model neuron that learns to solve classification tasks via dendritic nonlinearities, structural plasticity, and gradient descent

• Toviah Moldwin ,

  Contributed equally to this work with: Toviah Moldwin, Menachem Kalmenson

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

  * E-mail: Toviah.moldwin@mail.huji.ac.il

  Affiliation Edmond and Lily Safra Center for Brain Sciences, the Hebrew University of Jerusalem, Jerusalem, Israel

  https://orcid.org/0000-0002-2248-0928

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• Menachem Kalmenson ,

  Contributed equally to this work with: Toviah Moldwin, Menachem Kalmenson

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – review & editing

  Affiliation Department of Neurobiology, the Hebrew University of Jerusalem, Jerusalem, Israel

  https://orcid.org/0000-0003-0717-6386

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• Idan Segev

  Roles Funding acquisition, Project administration, Supervision, Writing – review & editing

  Affiliations Edmond and Lily Safra Center for Brain Sciences, the Hebrew University of Jerusalem, Jerusalem, Israel, Department of Neurobiology, the Hebrew University of Jerusalem, Jerusalem, Israel

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