CMPSC 225 - Information Theory

Entropy, mutual information, and Shannon's coding theorems; lossless source coding, Huffman, Shannon-Fano-Elias, and arithmetic codes; Channel capacity; rate-distortion theory, and lossy source coding; source-channel coding; algorithmic complexity and information; applications of information theory in various fields.

Prerequisites: ECE 139 or equivalent, or PSTAT 120A-B.

CMPSC 225

10 / 10 Full

Information Theory

Yu Feng 2.5

T R

12:00 PM - 13:50 PM

80.7% A