Is the brain an organ for free energy minimisation?

Two striking claims are advanced on behalf of the free energy principle (FEP) in cognitive science and philosophy: (i) that it identifies a condition of the possibility of existence for self-organising systems; and (ii) that it has important implications for our understanding of how the brain works,...

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Publicado en:Philosophical Studies Vol. 179; no. 5; pp. 1693 - 1715
Autor principal: Williams, Daniel
Formato: Artículo
Publicado: Springer Nature May2022
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Acceso en línea:Ver este registro en EBSCOhost
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        10.1007/s11098-021-01722-0
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        au: Williams, Daniel
        affil:
          Early Career Research Fellow, Corpus Christ College, University of Cambridge, Cambridge, UK
          Associate Fellow, Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, UK
      su:
        Cognitive science
        Philosophy & cognitive science
        Self-organizing systems
        Predictive control systems
        Mechanism (Philosophy)
      sug:
        subj:
          Cognitive science
          Philosophy & cognitive science
          Self-organizing systems
          Predictive control systems
          Mechanism (Philosophy)
      keyword:
        Active inference
        Free energy principle
        Mechanism
        Predictive coding
        Predictive processing
        Process theories
      ab: Two striking claims are advanced on behalf of the free energy principle (FEP) in cognitive science and philosophy: (i) that it identifies a condition of the possibility of existence for self-organising systems; and (ii) that it has important implications for our understanding of how the brain works, defining a set of process theories—roughly, theories of the structure and functions of neural mechanisms—consistent with the free energy minimising imperative that it derives as a necessary feature of all self-organising systems. I argue that the conjunction of claims (i) and (ii) rests on a fallacy of equivocation. The FEP can be interpreted in two ways: as a claim about how it is possible to redescribe the existence of self-organising systems (the Descriptive FEP), and as a claim about how such systems maintain their existence (the Explanatory FEP). Although the Descriptive FEP plausibly does identify a condition of the possibility of existence for self-organising systems, it has no important implications for our understanding of how the brain works. Although the Explanatory FEP would have such implications if it were true, it does not identify a condition of the possibility of existence for self-organising systems. I consider various ways of responding to this conclusion, and I explore its implications for the role and importance of the FEP in cognitive science and philosophy.
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    language: English
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