(IC 1.1) Information theory and Coding - Outline of topics

A playlist of these videos is available at:
http://www.youtube.com/playlist?list=PLE125425EC837021F


Overview of central topics in Information theory and Coding.

Compression (source coding) theory:
Source coding theorem, Kraft-McMillan inequality, Rate-distortion theorem

Error-correction (channel coding) theory:
Channel coding theorem, Channel capacity, Typicality and the AEP

Compression algorithms:
Huffman codes, Arithmetic coding, Lempel-Ziv

Error-correction algorithms:
Hamming codes, Reed-Solomon codes, Turbo codes, Gallager (LDPC) codes

Category:

Education

Tags:

• information theory
• probability
• math

[thegingerlass]

Brilliant this has really helped with my studies....thank you

[AxisMundiOnline]

Thanks so much! If you ever felt obliged, I would love to see a talk about how information theory has been applied in Giulio Tononi's Integrated Information Theory of consciousness. :)

[felipevub]

Thanks a lot !!!!!

[Induktio1984]

Good job with this lecture thing