Emergence of sparse coding, balance and decorrelation from a biologically-grounded spiking neural network model of learning in the primary visual cortex

• Marko A. Ruslim ,

  Contributed equally to this work with: Marko A. Ruslim, Martin J. Spencer

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

  Affiliation Department of Biomedical Engineering, University of Melbourne, Melbourne, Victoria, Australia

  https://orcid.org/0000-0002-0607-396X

  ⨯
• Martin J. Spencer ,

  Contributed equally to this work with: Marko A. Ruslim, Martin J. Spencer

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

  Affiliation Department of Biomedical Engineering, University of Melbourne, Melbourne, Victoria, Australia

  https://orcid.org/0000-0002-2001-9054

  ⨯
• Hinze Hogendoorn,

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

  Affiliation School of Psychology and Counselling, Queensland University of Technology, Kelvin Grove, Queensland, Australia

  ⨯
• Hamish Meffin,

  Roles Conceptualization, Project administration, Supervision, Writing – review & editing

  Affiliation Department of Biomedical Engineering, University of Melbourne, Melbourne, Victoria, Australia

  ⨯
• Yanbo Lian,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Biomedical Engineering, University of Melbourne, Melbourne, Victoria, Australia

  ⨯
• Anthony N. Burkitt

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

  * E-mail: martin.spencer@unimelb.edu.au

  Affiliations Department of Biomedical Engineering, University of Melbourne, Melbourne, Victoria, Australia, Graeme Clark Institute for Biomedical Engineering, University of Melbourne, Melbourne, Victoria, Australia

  https://orcid.org/0000-0001-5672-2772

  ⨯