Topics in Brain, Behavior, and Cognition (470-0-21)

Topic

Computational & Mathematical Modeling

Instructors

Paul J Reber

Meeting Info

Swift Hall 231: Tues 12:30PM - 3:20PM

Overview of class

We will review computational and mathematical approaches to understanding cognition in three areas over the quarter: mathematical models, production rule systems and connectionist (neural network) models. The mathematical models section will focus on the use and limitations of mathematical descriptions of behavior related to ideas in "data science" and statistics. The production rule section will review the operation of cognitive simulation-based models focusing on Anderson's ACT-R theory. The connectionist model section will review successes and limitations of artificial neural network models and distributed computation in both descriptive and simulation-based approaches.

Registration Requirements

Department Consent Required

Teaching Method

Lecture (once/week for 3 hrs), class participation, discussion

Evaluation Method

Class participation, Presentations

Class Attributes

Attendance at 1st class mandatory
Prerequisites apply, see description

Enrollment Requirements

Enrollment Requirements: Pre-requisite: Student must be part of the Psychology PhD program to enroll.