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. … For more content click the Read More button below.

Instructional Format

Primary Format

Lecture

Secondary Format

Discussion

Additional Format

Outside study

Concurrent Course

EC ENGR C243A - Neural Signal Processing

A pair of upper-division undergraduate and graduate courses that share a primary activity. They are scheduled at the same time and place with the same instructor.