Important concepts and subfields of information theory [

This book focuses on Important Concepts and subfields of Information Theory

Bibliographic Details
Main Authors: Tolbert, Sheree (Author), Benavides, Hamza (Author)
Format: Book
Language:English
Published: New York : College Publishing House , 2014
Subjects:
Online Access:World Technologies

MARC

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245 1 0 |a Important concepts and subfields of information theory [  |h electronic resource]   |c Sheree Tolbert, Hamza Benavides 
260 |a New York :   |b College Publishing House ,   |c 2014 
300 |a 1 online resource :   |b ill. (some col.) 
505 0 |a 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 
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