- Network Information Theory | Department of Electrical & Computer Engineering
- Network Information Theory
However, as in any other cryptographic system, care must be used to correctly apply even information-theoretically secure methods; the Venona project was able to crack the one-time pads of the Soviet Union due to their improper reuse of key material. Pseudorandom number generators are widely available in computer language libraries and application programs. They are, almost universally, unsuited to cryptographic use as they do not evade the deterministic nature of modern computer equipment and software.
A class of improved random number generators is termed cryptographically secure pseudorandom number generators , but even they require random seeds external to the software to work as intended.
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These can be obtained via extractors , if done carefully. Although related, the distinctions among these measures mean that a random variable with high Shannon entropy is not necessarily satisfactory for use in an extractor and so for cryptography uses. One early commercial application of information theory was in the field of seismic oil exploration.
Work in this field made it possible to strip off and separate the unwanted noise from the desired seismic signal. Information theory and digital signal processing offer a major improvement of resolution and image clarity over previous analog methods. Concepts from information theory such as redundancy and code control have been used by semioticians such as Umberto Eco and Ferruccio Rossi-Landi to explain ideology as a form of message transmission whereby a dominant social class emits its message by using signs that exhibit a high degree of redundancy such that only one message is decoded among a selection of competing ones.
Information theory also has applications in gambling and investing , black holes , and bioinformatics. From Wikipedia, the free encyclopedia. Not to be confused with Information science. Main article: History of information theory. Main article: Quantities of information. Main article: Coding theory. Main article: Channel capacity. Mathematics portal.
Network Information Theory | Department of Electrical & Computer Engineering
Active networking Cryptanalysis Cryptography Cybernetics Entropy in thermodynamics and information theory Gambling Intelligence information gathering Seismic exploration. Hartley, R. History of information theory Shannon, C. Timeline of information theory Yockey, H. Coding theory Detection theory Estimation theory Fisher information Information algebra Information asymmetry Information field theory Information geometry Information theory and measure theory Kolmogorov complexity List of unsolved problems in information theory Logic of information Network coding Philosophy of information Quantum information science Source coding.
Rieke; D. Spikes: Exploring the Neural Code. The MIT press. Scientific Reports. Bibcode : NatSR Bibcode : Sci Bibcode : PhRv.. Scientific American. Bibcode : SciAm. Anderson November 1, Archived from the original pdf on July 23, Retrieved Reza .
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Cybernetics and Human Knowing. Semiotica , Issue Shannon, C. Notes and other formats. Kelly, Jr. Landauer, IEEE. Press, Los Alamitos, pp. Landauer, IBM.
Network Information Theory
Arndt, C. New York: Interscience, New York: Dover Information Theory and Reliable Communication. New York: John Wiley and Sons, New York: Prentice Hall, Elements of information theory 2nd ed. New York: Wiley-Interscience. Csiszar, I , Korner, J. Introduction to Information Theory.
The Theory of Information and Coding". Cambridge, Dover 2nd Edition. Reza, F. New York: McGraw-Hill Urbana, Illinois : University of Illinois Press. Stone, JV. Yeung, RW. Information Theory and Network Coding Springer , Leff and A. What is Information? Subfields of and cyberneticians involved in cybernetics. Polycontexturality Second-order cybernetics Catastrophe theory Connectionism Control theory Cybernetics in the Soviet Union Decision theory Engineering cybernetics Information theory Semiotics Synergetics Biological cybernetics Biosemiotics Biomedical cybernetics Biorobotics Computational neuroscience Homeostasis Management cybernetics Medical cybernetics Neurocybernetics Sociocybernetics Emergence Artificial intelligence.
Data compression methods. Compression formats Compression software codecs. Areas of mathematics. Category theory Information theory Mathematical logic Philosophy of mathematics Set theory.
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