Aligning the free-energy principle with Peirce’s logic of science and economy of research

@article{Beni2021AligningTF,
  title={Aligning the free-energy principle with Peirce’s logic of science and economy of research},
  author={Majid Davoody Beni and Ahti-Veikko Pietarinen},
  journal={European Journal for Philosophy of Science},
  year={2021},
  volume={11},
  pages={1-21}
}
The paper proposes a way to naturalise Charles S. Peirce’s conception of the scientific method, which he specified in terms of abduction, deduction and induction. The focus is on the central issue of the economy of research in abduction and self-correction by error reduction in induction. We show how Peirce’s logic of science receives support from modern breakthroughs in computational neuroscience, and more specifically from Karl Friston’s statements of active inference and the Free Energy… 
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References

SHOWING 1-10 OF 48 REFERENCES

C. S. Peirce’s theory of abductive expectations

Abstract Expectations are one of the core theoretical concepts in the history of 20th century macroeconomics and finance. Here another significant theory of expectations in intellectual history is

Charles Sanders Peirce's economy of research

Charles Sanders Peirce has authored an extraordinary 'Note on the Theory of the Economy of Research' (1879). The Note presents an economic model of research project selection in science. A case can

Risk and Values in Science: A Peircean View

Scientific evidence and scientific values under risk and uncertainty are strictly connected from the point of view of Peirce’s pragmaticism. In addition, economy and statistics play a key role in

New Light on Peirce's Conceptions of Retroduction, Deduction, and Scientific Reasoning

We examine Charles S. Peirce's mature views on the logic of science, especially as contained in his later and still mostly unpublished writings (1907–1914). We focus on two main issues. The first

Active Inference and Abduction

The background target of the research going into the present article is to forge an intellectual alliance between, on the one hand, active inference and the free-energy principle (FEP), and on the

The Iconicity of Thought and its Moving Pictures: Following the Sinuosities of Peirce's Path

Abstract:I endeavor to determine exactly what Peirce's thesis of the iconicity of thought means and implies and how far it can be maintained. In particular, I argue that while for Peirce necessary

Abstraction and Generalization in the Logic of Science: Cases from Nineteenth-Century Scientific Practice

Abstraction and generalization are two processes of reasoning that have a special role in the construction of scientific theories and models. They have been important parts of the scientific method

Abductive Cognition - The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning

  • L. Magnani
  • Philosophy
    Cognitive Systems Monographs
  • 2009
This volume explores abductive cognition, an important but, at least until the third quarter of the last century, neglected topic in cognition. The book aims at increasing knowledge about creative

Conjuring Cognitive Structures: Towards a Unified Model of Cognition

  • M. D. Beni
  • Philosophy
    Model-Based Reasoning in Science and Technology
  • 2019
There are different philosophical views on the nature of scientific theories. Although New Mechanistic Philosophy (NMP) and Structural Realism (SR) are not rival theories strictly speaking, they