New Bulgarian University > Center for Cognitive Science > Preparatory Program > Course Description

COG421 The History of the Cognitive Revolution

  1. Aims:


  2. Objectives:
    On completion of the course the students should be able to:


  3. Learning strategies:


  4. Overall duration and format:
    A one semester (15 weeks) course with 2 hours lectures (a total of 30 hours).

  5. Credit hours: 2.

  6. Lecturer: Lilia Gurova.

  7. Literature:
    Eysenk, M. & Keane, M.,

    Gardner, H.,

    Herrnstein, R. J. & Boring, E. G. (eds.),

    Hofstadter, D. & Dennett, D.,

    Leahey, T. H.,

    O Nuallain, S.,

    Posner, M. (ed.),


  8. Course outline:
    The course consists of 5 parts:


  9. Main Topics:

    Introduction

    Topic 1: Discussions about the "hard core" of cognitive science. The historical nature of the scientific subjects and methodologies. History of science as a tool for understanding the present state of affairs, and as a key to the future.
    Required reading:

    Additional reading:

    Topic 2: History of science and its rational reconstruction. Cumulative versus anticumulative views of scientific growth. What is a paradigm? What is a scientific research tradition?
    Required reading:

    Additional readings:

    Synopsis

    Topic 3: Cognitive Science: the birthplace, basic hypotheses and problems. What happened in 1956? The informational approach, the knowledge representation hypothesis, the computational metaphor. Is there a paradigm or different research programs take place in cognitve science?
    Required reading:

    Additional reading:

    The evolution of cognitive ideas in the fields of philosophy, psychology, linguistics, neuroscience, anthropology, artificial intelligence.

    Topic 4:The place of philosophy in cognitive science. The rationalistic tradition from Plato to Chomsky. Some philosophical problems relevant to contemporary cognitive science: the mind-body problem, the problem of unversalia, the controversion presentationism/representationism.
    Required reading:

    Additional reading:

    Topic 5: Additional readings: Psychological origins: a brief account of the main streams in the history of psychology from its rise as a scientific discipline in the end of last century to the turn to cognition.
    Required reading:

    Additional readings

    Topic 6: The contribution of neuroscience. How specific is neural functioning? The neural base of cognition. Will neuroscience devour cognitive science?
    Required reading:

    Additional reading:

    Topic 7: Artificial Intelligence: thinking as computation. The GPS project. Against "general intelligence". Connectionism vs symbolism - the new controversion of 80's. Does the situated cognition approach have a future?
    Required readings:

    Additional reading:

    Topic 8: The place of linguistics. The anti-psychologism of an earlier era as a search for autonomy. The neo-behaviorism and the problem of language. Chomsky against behaviorist views of language. Language and thought.
    Required reading:

    Additional reading:

    Topic 9: Anthropology: from Levy-Bruhl to Levy-Strauss.
    Required reading:

    Additional reading:

    Converging studies

    Topic 10: Perception. The work of David Marr. The Gibsonian view of perception. The ecological approach.
    Required reading:

    Additional reading:

    Topic 11: Mental Imagery. Images through the ages. Kosslyn's model. Pylyshyn's penetrating case against imagery. A Wittgensteinian Critique.
    Required reading:

    Additional reading:

    Topic 12: Theories of categorization. The classical view of categorization and its philosophical origins. Rosch's critique of the classical view and the birth of the prototype theory. The explanation-based view. Why the problem of categorization in so important.
    Required reading:

    Additional reading:

    Topic 13: What is to be rational? Different critiques of the substantial nature of human reason. Johnson-Laird and his mental models approach. Are mental models a panacea?
    Required reading:

    Additional reading:

    Discussion

    Topic 14: Problems of cognitive modeling: the frame problem in AI. McCarthy and Hayes's famous paper "Some philosophical problems from the stand-point of AI". Dennett's philosophical interpretation of the frame problem. What is the moral of the story of the frame problem?
    Required reading:

    Additional reading:

    Topic 15: Beyond the main dogmas of cognitivism: knowledge representation hypothesis and computational metaphor.
    Required reading:

    Additional reading:


  10. Assessment:
    The knowledge will be evaluated by multiple choice test.

  11. Prerequisites: none.


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