Description: Lecture, four hours; discussion, one hour; outside study, seven hours. Requisites: course 131A, Mathematics 33A. Topics include fundamental properties of electrical activity in neurons; technology for measuring neural activity; spiking statistics and Poisson processes; generative models and classification; regression and Kalman filtering; principal components analysis, factor analysis, and expectation maximization. Concurrently scheduled with course C243A. Letter grading.
Instructor: Jonathan Kao ([email protected])
Office Hours: MW - 6:00 to 7:00 PM outside Bombshelter
Teaching Assistant: ****Tonmoy Monsoor ([email protected])
Office Hours: Sun - 4:00 to 5:00 PM at Zoom, MTH - 12:00 to 1:00 PM at ENG IV 67-112, TA Room
Units: 4 credits