Introduction to Cognitive Science

W 2-5 PM, SEA 5.106

Fall 2004 Syllabus

homepage: http://love.psy.utexas.edu/cogsci/cogsci.html
Click here for a week by week class schedule.

Who Office Office Hours email
Bradley Love SEA 5.202 W 12-2 and appointment (PM hours)
love@psy.utexas.edu

Prerequisite: Graduate standing or permission of the instructor.

Enrollment limitations:

None.

General Course Description:

An introduction to cognitive science, the new discipline emerging from the interaction of psychology, artificial intelligence, linguistics, philosophy, neuroscience, and evolutionary biology. The course will range broadly, examining a variety of approaches to the study of how humans and other intelligent systems represent, reason, understand, perceive, use language, learn, and plan purposeful actions. The central assumption is that the human mind is fundamentally a computational organ and that cognitive processes can be explicitly modeled.

The course will cover the basic issues and contributions in the field, with particular emphasis on current research at UT. There will be frequent lectures by faculty from the relevant disciplines who are engaged in such research. Major topics in the course will include:

Format of Classes:

Class will meet once a week for three hours with a break. Often we will have guest lecturers from around the University who are interested in Cognitive Science. These researchers will present aspects of their own work and its relationship to Cognitive Science as a whole. In addition, we will have periodic classes devoted to discussions of foundational issues in Cognitive Science.

Class participation is important to this class, as it is to most seminars. Students are expected to do the readings each week and to come prepared to talk about issues related to those readings. While there will be guest speakers each week, it will always be appropriate to ask questions.

Requirements:

Each class (see schedule below), students will turn in 2 or 3 questions inspired by the readings assigned for that day, along with a paragraph detailing the motivation for each question. You should bring in two copies of your questions (one for me, one for you). It is very important that you turn in your questions at the beginning of class. Questions can't be emailed or turned in after class. The point is for questions to shape the class discussion.

Participation will make up 50% of your class grade. While rating participation is somewhat subjective, the grade will be based on the following system: 4 or less strikes is an A, 6 or less is a B, 9 or less is a C. A strike is forgetting to turn in questions before class, or not participating in a class. Missing a class is two strikes. If you are sick or going to be out of town, you can email your questions to me so that you only receive two strikes for missing class. There is some purposeful cushion built into this system, so we aren't going to worry about medical or other excused absences unless you have a serious problem that causes you to miss more than a week of class. Let's hope no one experiences such a situation. It is very important you do not miss the classes at the end of the semester in which we evaluate class projects (described below).

Students will write a grant proposal for a three year research project in cognitive science research. Midway through the semester, students will submit a preproposal. At the end of the semester, students will submit a final copy and the class will convene a grant panel meeting in which we will evaluate all of the proposals. This whole project will account for 50% of your class grade. If you want to collaborate with a student from another graduate program, we can talk about it.

Another requirement of class is to check your email somewhat frequently for course announcements. Email me if your preferred address is not your address listed in the UT directory.

Grant Proposal (more details)

due dates

You grant proposal should address an important topic in cognitive science research. The proposal should span traditional departmental lines. Here are some examples:

  • a psychological theory that involves collecting behavioral data and simulating with a computational model.
  • a linguistic theory that is evaluated by consideration of brain imaging data.
  • a robot navigation program developed through careful consideration of a biological system
  • countless other projects.......
  • Your proposal should cover relevant research on the topic, motivate a key problem, offer a solution or hypothesis, and describe a series of coherent studies that bear on the problem. The proposal should be between 15 and 25 pages double spaced. Here's an example proposal. We'll also go over a grant proposal one week in class.

    Policy on incompletes

    No incompletes will be given.

    Textbook

    none

    Links

    Additional Materials

    Every week there will be additional readings. These readings will be available online as pdf files. You can download Adobe's free pdf viewer here. The readings must be done in advance of class.





    Week by week class schedule

    Date Lecturer/Topic Readings
    August 25 Welcome
    September 1 Foundations1
    "What is Cognitive Science?"
    Pylyshyn1, Marr1
    September 8 Foundations 2
    "Computers and Cognition"
    mcdermott1, dennett1
    September 15

    Brad Love (Psychology)
    Todd Maddox (Psychology)
    "The Cognitive Neuroscience of Category Learning"

    Maddox1, Maddox2
    Love1, Love2
    September 22 Class Discussion
    "Writing a Research Grant Proposal"
    grant1, grant2, HW: Write your own review.
    September 29

    Randy Diehl (Psychology)
    Bill Geisler (Psychology)
    "The Bayesian or 'Forward' Engineering Approach"

    Diehl1, DiehlSupp
    Geisler1, Geisler2, Geisler3, GeislerSupp
    October 6

    Class Discussion, perhaps visit by Lera Boroditsky
    "Language and Thought"

    HW: pre-proposal due, Boroditsky1, Boroditsky2, BoroditskySupp
    October 13

    Jeff Loewenstein (Management)
    Art Markman (Psychology)
    TBA

    Loewenstein1
    Markman1
    October 20

    Les Cohen (Psychology)
    Risto Miikkulainen (Computer Science)
    "Computational Mechanisms Underlying Development"

    Cohen1, CohenSupp2, CohenSupp3, CohenSupp4, CohenSupp1, CohenSupp5
    Risto1, Risto2
    October 27

    David Birdsong (French and Italian)
    Brad Love (Psychology)
    "Second language Learning and Cognitive Aging"

    Birdsong1, BirdsongSupp
    TBA

    November 3

    Ben Kuipers (Computer Science)
    Brian Stankiewicz (Psychology)
    "Navigation in Minds and Machines"

    Kuipers1, Kuipers2, Kuipers3
    November 10

    Project Presentations

    HW: proposal due, email me your talk by noon.

    November 17

    grant panel meeting

    HW: prepare your grant review presentations
    November 24

    Thanksgiving


    December 1

    grant panel meeting

    refresh on proposals