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Explanation and Levels in Cognitive Neuroscience

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Handbook of Neuroethics
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Abstract

Talk of levels is widespread in the life sciences including neuroscience. This chapter explores some of the most common characterizations of levels found in neuroscience, with a specific focus on how levels of organization are invoked in explanations.

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References

  • Anderson, P. W. (1972). More is different. Science, 177(4047), 393–396.

    Article  Google Scholar 

  • Batterman, R. W. (2002). The devil in the details: Asymptotic reasoning in explanation, reduction, and emergence. Oxford: Oxford University Press.

    Google Scholar 

  • Bechtel, W. (1994). Levels of description and explanation in cognitive science. Minds and Machines, 4(1), 1–25.

    Article  Google Scholar 

  • Bechtel, W. (2008). Mental mechanisms: Philosophical perspectives on cognitive neuroscience. New York: Lawrence Erlbaum/Taylor & Francis.

    Google Scholar 

  • Bechtel, W., & Richardson, R. C. (1993/2010). Discovering complexity: Decomposition and localization as scientific research strategies. Princeton, NJ: Princeton University Press. Reprinted 2010, Cambridge, MA: MIT Press.

    Google Scholar 

  • Bermúdez, J. L. (2005). Philosophy of psychology: A contemporary introduction. New York: Routledge.

    Google Scholar 

  • Bermúdez, J. L. (2010). Cognitive science: An introduction to the science of the mind. Cambridge, UK: Cambridge University Press.

    Book  Google Scholar 

  • Bickle, J. (2008). Psychoneural reduction: The new wave. Cambridge, MA: MIT Press.

    Google Scholar 

  • Brigandt, I., & Love, A. (2012). Reductionism in biology. In E. N. Zalta (Ed.), The Stanford encyclopedia of philosophy. http://plato.stanford.edu/archives/sum2012/entries/reduction-biology/

  • Bunge, M. (1977). Levels and reduction. American Journal of Physiology, 233(3), 75–82.

    Google Scholar 

  • Callender, C. (1999). Reducing thermodynamics to statistical mechanics: The case of entropy. The Journal of Philosophy, 96(7), 348–373.

    Article  Google Scholar 

  • Carandini, M. (2012). From circuits to behavior: A bridge too far? Nature Neuroscience, 15(4), 507–509.

    Article  Google Scholar 

  • Carnap, R. (1955). Logical foundations of the unity of science. In O. Neurath, R. Carnap, & C. Morris (Eds.), International encyclopedia of unified science (Vol. I, pp. 42–62). Chicago: University of Chicago Press.

    Google Scholar 

  • Cat, J. (2013). The unity of science. In E. N. Zalta (Ed.), The Stanford encyclopedia of philosophy. http://plato.stanford.edu/archives/sum2013/entries/scientific-unity/

  • Catterall, W. A. (2000). From ionic currents to molecular review mechanisms: The structure and function of voltage-gated sodium channels. Neuron, 26(1), 13–25.

    Article  Google Scholar 

  • Causey, R. L. (1977). Unity of science. Dordrecht: Reidel.

    Book  Google Scholar 

  • Choe, S. (2002). Potassium channel structures. Nature Reviews. Neuroscience, 3(2), 115–121.

    Article  Google Scholar 

  • Churchland, P. S., & Sejnowski, T. J. (1992). The computational brain. Cambridge, MA: MIT Press.

    Google Scholar 

  • Craver, C. F. (2001). Role functions, mechanisms, and hierarchy. Philosophy of Science, 68(1), 53–74.

    Article  Google Scholar 

  • Craver, C. F. (2007). Explaining the brain: Mechanisms and the mosaic unity of neuroscience. New York: Oxford University Press.

    Book  Google Scholar 

  • Craver, C. F., & Bechtel, W. (2007). Top-down causation without top-down causes. Biology and Philosophy, 22(4), 547–563.

    Article  Google Scholar 

  • Dawson, M. R. (1998). Understanding cognitive science. Oxford: Blackwell.

    Google Scholar 

  • Dizadji-Bahmani, F., Frigg, R., & Hartmann, S. (2010). Who’s afraid of Nagelian reduction? Erkenntnis, 73(3), 393–412.

    Article  Google Scholar 

  • Doyle, D. A., Morais Cabral, J., Pfuetzner, R. A., Kuo, A., Gulbis, J. M., Cohen, S. L., Chiat, B. T., & MacKinnon, R. (1998). The structure of the potassium channel: Molecular basis of K+ conduction and selectivity. Science, 280(5360), 69–77.

    Article  Google Scholar 

  • Dror, I. E., & Gallogly, D. P. (1999). Computational analyses in cognitive neuroscience: In defense of biological implausibility. Psychonomic Bulletin & Review, 6(2), 173–182.

    Article  Google Scholar 

  • Findlay, S. D., & Thagard, P. (2012). How parts make up wholes. Frontiers in Physiology, 3, 1–10.

    Article  Google Scholar 

  • Fodor, J. A. (1974). Special sciences (or: The disunity of science as a working hypothesis). Synthese, 28(2), 97–115.

    Article  Google Scholar 

  • Hempel, C. G. (1965). Aspects of scientific explanation and other essays in the philosophy of science. New York: Free Press.

    Google Scholar 

  • Hempel, C. G., & Oppenheim, P. (1948). Studies in the logic of explanation. Philosophy of Science, 15(2), 135–175.

    Article  Google Scholar 

  • Hille, B. (2001) Ion Channels of Excitable Membranes. Sunderland, MA: Sinauer.

    Google Scholar 

  • Holland, J. H. (2000). Emergence: From chaos to order. Oxford: Oxford University Press.

    Google Scholar 

  • Johnson-Laird, P. N. (1983). Mental models: Towards a cognitive science of language, inference, and consciousness. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Kaplan, D. M. (2011). Explanation and description in computational neuroscience. Synthese, 183, 339–373.

    Article  Google Scholar 

  • Lobo, I. (2008). Biological complexity and integrative levels of organization. Nature Education, 1(1).

    Google Scholar 

  • Machamer, P., Darden, L., & Craver, C. F. (2000). Thinking about mechanisms. Philosophy of Science, 67, 1–25.

    Article  Google Scholar 

  • MacMahon, J. A., Phillips, D. L., Robinson, J. V., & Schimpf, D. J. (1978). Levels of biological organization: An organism-centered approach. Bioscience, 28(11), 700–704.

    Article  Google Scholar 

  • Marr, D. (1982). Vision: A computational investigation into the human representation and processing of visual information. New York: Henry Holt.

    Google Scholar 

  • Marr, D., & Hildreth, E. (1980). Theory of edge detection. Proceedings of the Royal Society of London, Series B: Biological Sciences, 207(1167), 187–217.

    Article  Google Scholar 

  • Marr, D., Ullman, S., & Poggio, T. (1979). Bandpass channels, zero-crossings, and early visual information processing. Journal of the Optical Society of America, 69(6), 914–916.

    Article  Google Scholar 

  • Nagel, E. (1961). The structure of science: Problems in the logic of scientific explanation. New York: Harcourt, Brace, & World.

    Google Scholar 

  • Novikoff, A. B. (1945). The concept of integrative levels and biology. Science, 101(2618), 209–215.

    Article  Google Scholar 

  • Oppenheim, P., & Putnam, H. (1958). Unity of science as a working hypothesis. Minnesota Studies in the Philosophy of Science, 2, 3–36.

    Google Scholar 

  • Potochnik, A., & McGill, B. (2012). The limitations of hierarchical organization. Philosophy of Science, 79(1), 120–140.

    Article  Google Scholar 

  • Pylyshyn, Z. W. (1984). Computation and cognition. Cambridge, MA: MIT Press.

    Google Scholar 

  • Rueger, A., & McGivern, P. (2010). Hierarchies and levels of reality. Synthese, 176(3), 379–397.

    Article  Google Scholar 

  • Rusanen, A. M., & Lappi, O. (2007). The limits of mechanistic explanation in neurocognitive sciences. In S. Vosniadou, D. Kayser, & A. Protopapas (Eds.), Proceedings of the European cognitive science conference. London: Francis and Taylor.

    Google Scholar 

  • Sadava, D., Hillis, D. M., Heller, H. C., & Berenbaum, M. (2009). Life: The science of biology (Vol. 3). Gordonsville: WH Freeman.

    Google Scholar 

  • Salmon, W. C. (1989). Four decades of scientific explanation. Pittsburgh: University of Pittsburgh Press.

    Google Scholar 

  • Schaffner, K. F. (1993). Discovery and explanation in the biomedical sciences. Chicago: University of Chicago Press.

    Google Scholar 

  • Simon, H. A. (1996). The sciences of the artificial (3rd ed.). Cambridge, MA: MIT Press.

    Google Scholar 

  • Sklar, L. (1967). Types of inter-theoretic reduction. The British Journal for the Philosophy of Science, 18(2), 109–124.

    Article  Google Scholar 

  • Sklar, L. (1999). The reduction (?) of thermodynamics to statistical mechanics. Philosophical Studies, 95(1), 187–202.

    Article  Google Scholar 

  • Sporns, O. (2010). Networks of the brain. Cambridge, MA: MIT Press.

    Google Scholar 

  • Walter, S., & Eronen, M. I. (2011). Reductionism, multiple realizability, and levels of reality. In S. French & J. Saatsi (Eds.), Continuum companion to the philosophy of science (pp. 138–156). London: Continuum.

    Google Scholar 

  • Wimsatt, W. C. (2007). Re-engineering philosophy for limited beings: Piecewise approximations to reality. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Winther, R. G. (2011). Part-whole science. Synthese, 178(3), 397–427.

    Article  Google Scholar 

  • Woodger, J. H. (1929). Biological principles: A critical study. London: Routledge & Kegan Paul Ltd.

    Google Scholar 

  • Woodward, J. (2003). Making things happen: A theory of causal explanation. Oxford: Oxford University Press.

    Google Scholar 

  • Woodward, J. (2009). Scientific explanation. In E. N. Zalta (Ed.), The Stanford encyclopedia of philosophy (Winter 2011 ed.). http://plato.stanford.edu/archives/win2011/entries/scientific-explanation/

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Kaplan, D.M. (2015). Explanation and Levels in Cognitive Neuroscience. In: Clausen, J., Levy, N. (eds) Handbook of Neuroethics. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-4707-4_4

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  • DOI: https://doi.org/10.1007/978-94-007-4707-4_4

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