CPSC 091.3. Special Topics: Machine Learning and Brain-Computer Interfaces

This course will introduce machine learning and deep learning algorithms and their implementation in Brain-Computer Interfaces research. This course will focus on a subset of  topics including: classification, clustering, dimensionalityreduction, transfer learning, regression, and time series analysis.This is a project-oriented course intended to walk through the stepsneeded to conduct publishable research as an undergraduate researcher.
The related research methods and frameworks will be demonstrated as aresearch project targeting CS conferences.
Prerequisite: CPSC035
Natural Sciences.
Lab work required.
1 credit.
Spring 2022. Qu.
Catalog chapter: Computer Science  
Department website: http://www.swarthmore.edu/computer-science

Check the Spring 2022 Schedule of Courses

Check the Fall 2022 Schedule of Courses

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