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dc.contributor.authorSinanovic, Sinan
Johnson, Don
dc.creatorSinanovic, Sinan
Johnson, Don
dc.date.accessioned 2007-10-31T01:06:16Z
dc.date.available 2007-10-31T01:06:16Z
dc.date.issued 2002-05-20
dc.date.submitted 2002-05-20
dc.identifier.urihttps://hdl.handle.net/1911/20377
dc.description Conference paper
dc.description.abstract Information processing is performed when a system preserves aspects of the input related to what the input represents while it removes other aspects. To describe a system's information processing capability, input and output need to be compared in a way invariant to the way signals represent information. Kullback-Leibler distance, an information-theoretic measure which reflects the data processing theorem, is calculated on the input and output separately and compared to obtain information transfer ratio. We consider the special case where input serves several parallel systems and show that this configuration has the capability to represent the input information without loss. We also derive bounds for asymptotic rates at which the loss decreases as more parallel systems are added and show that the rate depends on the input distribution.
dc.description.sponsorship National Science Foundation
dc.description.sponsorship National Science Foundation
dc.description.sponsorship National Institute of Mental Health
dc.language.iso eng
dc.subjectinformation processing
parallel systems
dc.subject.otherInformation Processing
dc.title Asymptotic rates of the information transfer ratio
dc.type Conference paper
dc.date.note 2002-03-21
dc.citation.bibtexName inproceedings
dc.date.modified 2002-03-21
dc.contributor.orgDigital Signal Processing (http://dsp.rice.edu/)
dc.subject.keywordinformation processing
parallel systems
dc.citation.location Orlando, FL
dc.citation.conferenceName IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
dc.type.dcmi Text
dc.type.dcmi Text
dc.identifier.citation S. Sinanovic and D. Johnson, "Asymptotic rates of the information transfer ratio," 2002.


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  • DSP Publications [508]
    Publications by Rice Faculty and graduate students in digital signal processing.
  • ECE Publications [1278]
    Publications by Rice University Electrical and Computer Engineering faculty and graduate students

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