The standard Bayesian model is normatively invalid for biological brains

  • Rani Moran
  • Konstantinos Tsetsos

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.

Bibliographical data

Original languageEnglish
ISSN0140-525X
DOIs
Publication statusPublished - 01.2018

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Editorial Material

PubMed 30767797