Important concepts and subfields of information theory [
This book focuses on Important Concepts and subfields of Information Theory
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York :
College Publishing House ,
2014
|
| Subjects: | |
| Online Access: | World Technologies |
Table of Contents:
- 1. Introduction to information theory
- 2. Entropy
- 3. Noisy-channel coding theorem and mutual information
- 4. Quantities of information and coding theory
- 5. Channel capacity and binary symmetric channel
- 6. Kullback-leibler divergence
- 7. Rate-distortion theory
- 8. Introduction toalgorithmic information theory
- 9. Chaitin's constant
- 10. Kolmogorov complexity
- 11. Binary lambda calculus and linear partial information
- 12. Minimum description length