Nihat Ay  Home/Search
Context Related
| mis.mpg.de/preprin...preprint9501.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: mis.mpg.de/cgibin...preprints.pl (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Interdependencies of stochastically interacting units are usually quanti ed by the Kullback-Leibler divergence of a stationary joint probability distribution on the set of all con gurations from the corresponding factorized distribution. This is a spatial approach which does not describe the intrinsically temporal aspects of interaction. In the present paper the setting is extended to a dynamical version where temporal interdependencies are also captured by using information geometry of... (Update)
Context of citations to this paper: More
...it is referred to as (stochastic) interaction. In order to capture the intrinsically temporal aspects of interaction, I has been extended in [7] to the dynamical setting of Markov chains. In this case, the factorized or split Markov chains are the ones that can be composed by a...
.... to neural complexity [5,6] In order to capture intrinsically temporal aspects of dynamic interaction, I in (1) has been extended by Ay [2] to the dynamical setting of Markov chains, where it is referred to as (stochastic) interaction. The optimization of stochastic interaction...
Cited by: More
Temporal Infomax on Markov Chains with Input Leads to Finite.. - Wennekers, Ay (Correct)
Dynamical properties of strongly interacting Markov chains - Ay, Wennekers (2001) (Correct)
Active bibliography (related documents): More All
0.3: Maximization of Information Divergences Related to Binary i.i.d.. - Matus (2004) (Correct)
0.3: On maximization of the information divergence from an.. - Matus, Ay (2004) (Correct)
0.3: Recursive Consistent Estimation with Bounded Noise - Sundeep Rangan Member (2001) (Correct)
Similar documents based on text: More All
0.1: A Collection of Approaches to Algorithmic Learning .. - O. Arnold, V.. (1996) (Correct)
0.1: An Integrative and Uniform Model for Metadata Management in .. - Stöhr, Müller, Rahm (1999) (Correct)
0.1: On H²-Matrices - Hackbusch, Khoromskij, Sauter (1999) (Correct)
Related documents from co-citation: More All
2: Corticonics: neural circuits of the cerebral cortex (context) - Abeles - 1991
2: From basic network principles to neural architecture: Emergence of spatial-oppon.. (context) - Linsker - 1986
2: Neural Mechanisms of Scene Segmentation: Recordings from the Visual Cortex Sugge.. (context) - Eckhorn - 1999
BibTeX entry: (Update)
Ay, N. (2001c) Information Geometry on Complexity and Stochastic Interaction. Submitted. 28 http://citeseer.ist.psu.edu/ay01information.html More
@misc{ ay-information,
author = "N. Ay",
title = "Information Geometry on Complexity and Stochastic Interaction",
text = "Ay, N. (2001c) Information Geometry on Complexity and Stochastic Interaction.
Submitted. 28",
url = "citeseer.ist.psu.edu/ay01information.html" }
Citations (may not include all citations):1447 A mathematical theory of communication (context) - Shannon - 1948
202 Wiley Series in Telecommunications (context) - Cover, Thomas et al. - 1991
67 Annals of Mathematical Statistics (context) - Kullback, Leibler et al. - 1951
44 Evolutionary Games and Population Dynamics (context) - Hofbauer, Sigmund - 1998
29 Information and the accuracy attainable in the estimation of.. (context) - Rao - 1945
26 Statistics for Engineering and Information Science (context) - Cowell, Dawid et al. - 1999
11 A measure for brain complexity: Relating functional segregat.. (context) - Tononi, Sporns et al. - 1994
7 Translations of Mathematical Monographs (context) - Amari, Nagaoka et al. - 2000
5 Oxford Statistical Science Series (context) - Lauritzen, Models - 1996
4 On topological properties of f-divergence (context) - Csisz - 1967
4 erential-Geometric Methods in Statistics (context) - Amari - 1985
4 An Information Geometric Approach to a Theory of Pragmatic S.. (context) - Ay - 2001
3 IEEE Trans (context) - on, Probability - 2001
1 The Annals of Probability (context) - of, distributions et al. - 1975
1 the Notion of Complexity (context) - Jost - 1998
1 submitted to Neural Computation (context) - global, in et al. - 2001
1 Dynamical Properties of Strongly Interacting Markov Chains - Ay, Wennekers
1 Heidelberg: Springer-Verlag (context) - Roman, Information et al. - 1992
1 Lecture given at the University of Leipzig (context) - Systeme
1 Lecture given at the University of Leipzig (context) - Mathematik - 2001
Documents on the same site (http://www.mis.mpg.de/cgi-bin/preprints.pl): More
Concentration of low energy extremals: Identification of .. - Flucher, Garroni, Müller (2001) (Correct)
Evolving Brain Structures for Robot Control - Pasemann, Steinmetz, Hülse, Lara (2001) (Correct)
Diffusion-advection in cellular flows with large Peclet numbers - Heinze (2001) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC