Course Descriptions : Academic Bulletin

COGS–Q 240 Philosophical Foundations of the Cognitive and Information Sciences (4 cr.) A & H Foundational introduction to the cognitive and information sciences. The primary themes are: (1) causal issues such as functional and computational architecture (e.g., modularity, effectiveness, and implementation, analog/digital), neuroscience, and embodied dynamics; and (2) semantic issues such as meaning, representation, content, and information flow. The role of both themes in logic, perception, computation, cognition, and consciousness. Throughout, an emphasis on writing, analysis, and exposition.

COGS–Q 250 Mathematics and Logic for the Cognitive and Information Sciences (4 cr.) P: Mastery of two years of high school algebra or the equivalent. N & M An introduction to the suite of mathematical and logical tools used in the cognitive and information sciences, including finite mathematics, automata and computability theory, elementary probability, and statistics, together with short introductions to formal semantics and dynamical systems.

COGS–Q 260 Programming for the Cognitive and Information Sciences (2 cr.) P: Mastery of two years of high school algebra or the equivalent. Students will learn to write simple computer programs. Programming assignments will focus on the implementation of an important class of models from cognitive science, such as neural networks or production systems.

COGS–Q 270 Experiments and Models in Cognition (4 cr.) P: Mastery of two years of high school algebra or the equivalent. R: PSY K300 or equivalent familiarity with statistics. N & M This course develops tools for studying mind and intelligence, including experimental techniques, and mathematical and computational models of human behavior. Topics include neural structures for cognition, attention, perception, memory, problem solving, judgment, decision making, and consciousness. Students will design and analyze laboratory experiments and apply formal models to the results.

COGS–Q 301 Brain and Cognition (3 cr.) R: PSY P101. N & M An introduction to the neural mechanisms underlying complex cognition, and a survey of topics in neuroscience related to cognition. The course provides a solid background in human biopsychology. If Q301 is not offered in a given year, PSY P423 Human Neuropsychology may be substituted for this course.

COGS–Q 320 Computation in the Cognitive and Information Sciences (2 cr.) P: COGS Q260 or CSCI C211 with a grade of B or higher. Students will develop their computer programming skills and learn to write programs that simulate cognitive processes and run experiments with human subjects. The relation between computation and intelligence and a selection of approaches from artificial intelligence will be explored.

COGS–Q 351 Introduction to Artificial Intelligence and Computer Simulation (3 cr.) P: CSCI C211 or consent of instructor. N & M A survey of techniques for machine intelligence and their relation to human intelligence. Topics include modeling techniques, neural networks and parallel processing systems, problem-solving methods, knowledge representation, expert systems, vision, heuristics, production systems, speech perception, and natural language understanding. Students who have completed both C463 and C464 are exempted from taking this course. Credit not given for both COGS Q351 and CSCI B351.

COGS–Q 360 Autonomous Robotics (3 cr.) P: Two semesters of computer programming or consent of instructor. Introduction to the design, construction, and control of autonomous mobile robots. Includes basic mechanics, electronics, and programming for robotics, as well as the applications of robots in cognitive science. Credit given for only one of Q360 or CSCI B355.

COGS–Q 400 Senior Seminar in Cognitive and Information Sciences (2 cr.) P: Four classes from Q240, Q250, Q260, Q270, and Q320. This course is intended for students who have completed or nearly completed their cognitive science course work. Students will apply previously acquired analytic, computational, mathematical, and experimental skills to independent research projects. Discussion and research topics may include consciousness, representation, artificial life, modularity, neural networks, functionalism and embodiment, dynamical systems, learning and innateness, human-computer interaction, cognitive neuroscience, robotics, and adaptive systems.

COGS–Q 450 Topics in the Cognitive and Information Sciences (3 cr.) In-depth special topics not ordinarily covered in other departmental courses. Topics vary with instructor and semester. May be repeated once with a different topic for a maximum of 6 credit hours.

COGS–Q 493 Research in the Cognitive and Information Sciences (1–3 cr.) P: Consent of instructor. Active participation in research under faculty supervision. May be repeated for a maximum of 6 credit hours.

COGS–Q 495 Project in the Cognitive and Information Sciences (1–3 cr.) P: Consent of instructor. Students will conduct a research project in the cognitive and information sciences by designing, conducting, and analyzing an independent experiment; by developing and testing a computer simulation of some aspect of cognition; or by otherwise engaging in a program of original research. Projects must be approved in advance and supervised by the instructor. May be repeated (for the same or a different project) for a maximum of 6 credit hours.

COGS–Q 496 Internship in Professional Practice (1–6 cr.) P: Sophomore standing or 15 credit hours completed in cognitive science major or minor, and approval by the Cognitive Science Program. Professional work experience in an industry or research organization setting, using skills/knowledge acquired in cognitive science course work. Requires learning contract. Evaluation by site supervisor and Cognitive Science Program. Does not count toward major or minor requirements; elective credit only. May be repeated for a total of 6 credit hours. S/F grading.

COGS–Q 498 Readings in the Cognitive and Information Sciences (1–3 cr.) P: Consent of instructor. Tutorial study in specialized topics of the cognitive and information sciences. May be repeated for a maximum of 6 credit hours.

COGS–Q 499 Honors Research Project in the Cognitive and Information Sciences (3 cr.) P: An Honors Committee approved by the Cognitive Science Program. Methods of research in cognitive science are analyzed. Students present their projects for discussion and analysis. May be repeated for a maximum of 12 credit hours.

College of Arts and Sciences Bulletin 2010-2011