نتایج جستجو برای: shannons entropy rate

تعداد نتایج: 1019691  

The charge-transfer complexation reaction between iodine and dibenzo- 18-crown- 6 (DB18C6) has been studied spectrophotometrically in chloroform solution at different temperatures. The resulting donor-acceptor complex was formulated as (DB 18C6…I )I . The spectrophotometric results , as well as the conductivity measurements, indicated that the gradual release of tiiodide ion from its contac...

2010
Ting Qian T. Florian Jaeger

We formally derive a mathematical model for evaluating the effect of context relevance in language production. The model is based on the principle that distant contextual cues tend to gradually lose their relevance for predicting upcoming linguistic signals. We evaluate our model against a hypothesis of efficient communication (Genzel and Charniak’s Constant Entropy Rate hypothesis). We show th...

2005
C. D. Charalambous Alireza Farhadi

The robust entropy rate is defined as the maximum of the Shannon entropy rate, when the joint probability density function of the source is unknown. The uncertainty of the source probability density is described via a relative entropy constraint set between the uncertain source probability density and the nominal source probability density. For this class of problems, the explicit solution for ...

2008
Liaofu Luo

The entropy production rate of cancer cell is always higher than healthy cell under the case of no external field applied. Different entropy production between two kinds of cells determines the direction of entropy flow among cells. The entropy flow is the carrier of information flow. The entropy flow from cancer to healthy cell takes along the harmful information of cancerous cell, propagating...

Journal: :IEEE Trans. Information Theory 2012
Wolfgang Kreitmeier Tamás Linder

Properties of scalar quantization with rth power distortion and constrained Rényi entropy of order α ∈ (0, 1) are investigated. For an asymptotically (high-rate) optimal sequence of quantizers, the contribution to the Rényi entropy due to source values in a fixed interval is identified in terms of the “entropy density” of the quantizer sequence. This extends results related to the well-known po...

Journal: :CoRR 2010
B. Baykant Alagoz

In the paper, a theoretical work is done for investigating effects of splitting data sequence into packs of data set. We proved that a partitioning of data sequence is possible to find such that the entropy rate at each subsequence is lower than entropy rate of the source. Effects of sequence partitioning on overall compression rate are argued on the bases of partitioning statistics, and then, ...

Journal: :IEEE Trans. Information Theory 2000
Vivek K. Goyal

A new interpretation of transform coding is developed that downplays quantization and emphasizes entropy coding, allowing a comparison of entropy coding methods with different memory requirements. With conventional transform coding, based on computing Karhunen–Loève transform coefficients and then quantizing them, vector entropy coding can be replaced by scalar entropy coding without an increas...

2011
Taichi Haruna Kohei Nakajima

Transfer entropy is a measure of the magnitude and the direction of information flow between jointly distributed stochastic processes. In recent years, its permutation analogues are considered in the literature to estimate the transfer entropy by counting the number of occurrences of orderings of values, not the values themselves. It has been suggested that the method of permutation is easy to ...

Journal: :Journal of Physics A: Mathematical and Theoretical 2012

Journal: :Physical review. E, Statistical, nonlinear, and soft matter physics 2008
Jesús Gómez-Gardeñes Vito Latora

We introduce the concept of entropy rate to characterize a diffusion process on a complex network. The entropy rate represents the minimal amount of information necessary to describe the diffusion on the network, and is a quantity extremely sensitive to the network topology and dynamics. By opportunely tuning the kind of diffusion, the entropy rate allows one to extract different properties of ...

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