CGSC344

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CGSC344 - Modeling the Mind: Computational Models of Cognition

Cognitive Science, CmtUndergraduateUA - UA General

Course ID

039115

Course Description

The goal of this class is to provide an introduction to the art of computational modeling in Cognitive Science using the Matlab programming language. Topics will include, how we model learning and simple decisions, how we connect computational models to observed experimental data (such as choices and neural activations) and how we can use modeling to design better experiments to test complex hypotheses.

The class will be very much a \"hands on\" class, every week students will create a different model, starting in class and finishing at home. At the end, students should be able build a computational model from scratch, fit a model to data and determine which of a set of models best fits the observed experimental data.

Min Units

3

Max Units

3

Repeatable for Credit

No

Grading Basis

GRD - Regular Grades A, B, C, D, E

Career

Undergraduate

Enrollment Requirements

019803

Component

Lecture

Optional Component

No