
Information Theory, Inference, and Learning Algorithms
Author:
David MacKay
Language:
 This book is aimed at senior undergraduates and graduate
students in Engineering, Science,
Mathematics,and Computing.It
expects familiarity with calculus,
probability theory, and linear
algebra a . . . . . 

Lecture Notes on Network Information Theory
Author:
Abbas El Gamal, YoungHan Kim
Language:
Contents: Entropy, Mutual Information, and Typicality; PointtoPoint Communication; Singlehop Networks; Multihop Networks; Extentions. 
Algorithmic Information Theory
Author:
G J Chaitin
Language:
 Chaitin, the inventor of algorithmic information theory, presents in this book the strongest possible version of Gödel\'s incompleteness theorem, using an information theoretic approach based on the s . . . . . 

Information Theory and Coding
Author:
Dr John Daugman
Language:
The aims of this course are to introduce the principles and applications of information theory. The course will study how information is measured in terms of probability and entropy, and the relations . . . . . 
A primer on information theory, with applications to neuroscience
Author:
Felix Effenberger
Language:
Given the constant rise in quantity and quality of data obtained from neural systems on all scales, informationtheoretic analyses became more and more popular over the last decades in the neuroscienc . . . . . 
Semidefinite programming, harmonic analysis and coding theory
Author:
Christine Bachoc (IMB)
Language:
These lecture notes where presented as a course of the CIMPA summer school in Manila, July 2030, 2009, Semidefinite programming in algebraic combinatorics. 
Algorithmic Information Theory
Author:
Peter D. Grunwald and Paul M.B. Vitanyi
Language:
We introduce algorithmic information theory, also known as the theory of Kol
mogorov complexity. We explain the main concepts of this quantitative approach
to defining ‘information’. We discuss the . . . . . 