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Introduction to Information Theory, Symbols, Signals and Noise - Pierce, John R.
Covers encoding and binary digits, entropy, language and meaning, efficient encoding and the noisy channel, and explores ways in which information theory relates to physics, cybernetics, psychology, and art. 1980 edition.