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Variability and randomness in stationary neuronal aktivity
Kullback-Leibler distance is proposed as a measure of randomness of a stationary neuronal activity. The measure is compared to the variability and illustrated on gamma, lognormal and inverse Gaussian models......
FH - Neurologie, neurochirurgie, neurovědy
- 2007 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Similarity of interspike interval distributions and information gain in a stationary neuronal firing
The Kullback-Leibler distance employed to compare four common ISI descriptors with an exponential model which is characterized by the highest entropy. Application on experimental data coming from the olfactory sensory neuro...
FH - Neurologie, neurochirurgie, neurovědy
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
A Kullback-Leibler distance approach to system identification.
Annotation not available...
BD - Teorie informace
- 1995 •
- D
Rok uplatnění
D - Stať ve sborníku
Compositional Models: Iterative Structure Learning from Data
Main topics of the document: compositional models; structure learning; decomposability; Kullback-Leibler divergence...
Business and management
- 2021 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
An operator of composition for the multivariate copula construction
Main topics of the document: Multivariate Copula; Archimedean Copula; Operator of Composition; Maximum Entropy; Kullback-Leibler divergence......
AE - Řízení, správa a administrativa
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Combining Marginal Probability Distributions via Minimization of Weighted Sum of Kullback-Leibler Divergences
The paper deals with the problem of combining marginal probability distributions as a means for aggregating pieces of expert information. The combined distribution is searched as a minimizer of a weighted sum of Kullback?Leibler div...
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Design of a Robust Fusion of Probability Densities
The paper deals with the fusion of probability densities. A selection of the weights of the weighted geometric mean of densities is justified, as well as the selection of the geometric mean itself, from a more general perspective. It is shown that th...
Automation and control systems
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
The effect of interspike interval statistics on the information gain under the rate coding hypothesis
We employ the statistical concept of information based on the Kullback-Leibler divergence, and assume rate-modulated renewal processes as a model of spike trains. We show that if the firing rate variation is sufficiently small and s...
BD - Teorie informace
- 2014 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
A geometric model for the analysis of citation distributions
pattern, via minimum Kullback-Leibler distance method. The geometric distribution of the effectiveness of the model, we computed the Kolmogorov-Smirnov distance. The most remarkable......
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Classification of stationary neuronal activity according to its information rate
We propose a measure of the information rate of a single stationary neuronal activity based on the Kullback-Leibler distance between two interspike interval distributions. We employ the simple, but powerful, Vasicek's estim...
FH - Neurologie, neurochirurgie, neurovědy
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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