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The standard Bayesian model is normatively invalid for biological brains

  • Rani Moran
  • , Konstantinos Tsetsos

Research output: Contribution to journalArticle (Academic Journal)peer-review

2 Citations (Scopus)

Abstract

We show that the benchmark Bayesian framework that Rahnev & Denison (R&D) used to assess optimality is actually suboptimal under realistic assumptions about how noise corrupts decision making in biological brains. This model is therefore invalid qua normative standard. We advise against generally forsaking optimality and argue that a biologically constrained definition of optimality could serve as an important driver for scientific progress.

Original languageEnglish
Pages (from-to)e237
JournalThe Behavioral and brain sciences
Volume41
DOIs
Publication statusPublished - Jan 2018

Keywords

  • Bayes Theorem
  • Brain
  • Decision Making

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