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AS.200.459

Quantitative Methods for Brain Sciences

Johns Hopkins University 3 credits Psychological & Brain Sciences

Course Description

Focuses on frequently used quantitative methods in the study of brain sciences. Course goals include gaining conceptual understanding of analysis techniques, application of techniques to datasets, and learning the use of MATLAB. Topics will include dimensionality reduction, information theory, clustering and classification, optimization and model selection, and frequency domain methods. Enrollment is limited to graduate students and undergraduate seniors; seniors must receive permission from the instructor to enroll. Recommended (but not required) Course Background: Probability & Statistics, Linear Algebra, MATLAB programming.

Code
AS.200.459
Credits
3
Subject
Psychological & Brain Sciences

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