Differential entropy (also referred to as continuous entropy) is a concept in information theory that began as an attempt by Shannon to extend theâ€¦Â (More)

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2013

2013

- Li-Chen Shi, Yingying Jiao, Bao-Liang Lu
- 2013 35th Annual International Conference of theâ€¦
- 2013

This paper proposes a novel feature called differential entropy for EEG-based vigilance estimation. By mathematical derivationâ€¦Â (More)

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2013

2013

- Ruo-Nan Duan, Jia-Yi Zhu, Bao-liang Lu
- 2013 6th International IEEE/EMBS Conference onâ€¦
- 2013

EEG-based emotion recognition has been studied for a long time. In this paper, a new effective EEG feature named differentialâ€¦Â (More)

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2010

2010

- Maya R. Gupta, Santosh K Srivastava
- Entropy
- 2010

Given iid samples drawn from a distribution with known parametric form, we propose the minimization of expected Bregmanâ€¦Â (More)

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2009

2009

- Dan Stowell, Mark D. Plumbley
- IEEE Signal Process. Lett.
- 2009

We describe a non-parametric estimator for the differential entropy of a multidimensional distribution, given a limited set ofâ€¦Â (More)

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Highly Cited

2008

Highly Cited

2008

- Marco F. Huber, Tim Bailey, Hugh F. Durrant-Whyte, Uwe D. Hanebeck
- 2008 IEEE International Conference on Multisensorâ€¦
- 2008

For many practical probability density representations such as for the widely used Gaussian mixture densities, an analyticâ€¦Â (More)

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2008

2008

- Joseph DeStefano, Erik G. Learned-Miller
- IEEE Transactions on Information Theory
- 2008

A novel probabilistic upper bound on the entropy of an unknown one-dimensional distribution, given the support of theâ€¦Â (More)

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2005

2005

- Piotr Garbaczewski
- Entropy
- 2005

We give a detailed analysis of the Gibbs-type entropy notion and its dynamical behavior in case of time-dependent continuousâ€¦Â (More)

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2004

2004

- Mahesh Godavarti, Alfred O. Hero
- IEEE Transactions on Information Theory
- 2004

Calculation of the differential entropy of the limiting density of a sequence of probability density functions (pdf) is anâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

We propose a new clustering algorithm using Renyiâ€™s entropy as our similarity metric. The main idea is to assign a data patternâ€¦Â (More)

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Highly Cited

1997

Highly Cited

1997

New Approximations of Differential Entropy for Independent Component Analysis and Projection Pursuit

- Aapo HyvÃ¤rinen
- NIPS
- 1997

We derive a first-order approximation of the density of maximum entropy for a continuous 1-D random variable, given a number ofâ€¦Â (More)

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