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Marcin Miłkowski

Polish Academy of Sciences
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  • Polish Academy of Sciences
    Institute Of Philosophy And Sociology
    Associate Professor
University of Warsaw
Institute of Philosophy
PhD, 2005
CV
Homepage
Warszawa, Województwo mazowieckie, Poland
0000-0001-7646-5742
Areas of Specialization
Philosophy of Mind
Philosophy of Biology
Philosophy of Cognitive Science
Philosophy of Computing and Information
Areas of Interest
Philosophy of Mind
Philosophy of Cognitive Science
Philosophy of Computing and Information
  • All publications (91)
  •  140
    A Mechanistic Account of Computational Explanation in Cognitive Science and Computational Neuroscience
    In Vincent C. Müller (ed.), Computing and philosophy: Selected papers from IACAP 2014, Springer. pp. 191-205. 2016.
    Explanations in cognitive science and computational neuroscience rely predominantly on computational modeling. Although the scientific practice is systematic, and there is little doubt about the empirical value of numerous models, the methodological account of computational explanation is not up-to-date. The current chapter offers a systematic account of computational explanation in cognitive science and computational neuroscience within a mechanistic framework. The account is illustrated with a…Read more
    Explanations in cognitive science and computational neuroscience rely predominantly on computational modeling. Although the scientific practice is systematic, and there is little doubt about the empirical value of numerous models, the methodological account of computational explanation is not up-to-date. The current chapter offers a systematic account of computational explanation in cognitive science and computational neuroscience within a mechanistic framework. The account is illustrated with a short case study of modeling of the mirror neuron system in terms of predictive coding.
    Explanation in Cognitive ScienceMechanistic ExplanationComputationalism in Cognitive ScienceImplemen…Read more
    Explanation in Cognitive ScienceMechanistic ExplanationComputationalism in Cognitive ScienceImplementing ComputationsExplanation in Neuroscience
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