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Nihat Ay
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Information geometry
N Ay, J Jost, H Vân Lê, L Schwachhöfer
Springer, 2017
3882017
Information flows in causal networks
N Ay, D Polani
Advances in complex systems 11 (01), 17-41, 2008
3392008
Quantifying unique information
N Bertschinger, J Rauh, E Olbrich, J Jost, N Ay
Entropy 16 (4), 2161-2183, 2014
2792014
Predictive information and explorative behavior of autonomous robots
N Ay, N Bertschinger, R Der, F Güttler, E Olbrich
The European Physical Journal B 63, 329-339, 2008
2372008
The information theory of individuality
D Krakauer, N Bertschinger, E Olbrich, JC Flack, N Ay
Theory in Biosciences 139, 209-223, 2020
1362020
Autonomy: An information theoretic perspective
N Bertschinger, E Olbrich, N Ay, J Jost
Biosystems 91 (2), 331-345, 2008
1312008
Information geometry and sufficient statistics
N Ay, J Jost, HV Lê, L Schwachhöfer
Probability Theory and Related Fields 162, 327-364, 2015
1142015
Refinements of universal approximation results for deep belief networks and restricted Boltzmann machines
G Montufar, N Ay
Neural computation 23 (5), 1306-1319, 2011
1132011
Information geometry on complexity and stochastic interaction
N Ay
Entropy 17 (4), 2432-2458, 2015
106*2015
Information driven self-organization of complex robotic behaviors
G Martius, R Der, N Ay
PloS one 8 (5), e63400, 2013
962013
Higher coordination with less control—a result of information maximization in the sensorimotor loop
K Zahedi, N Ay, R Der
Adaptive Behavior 18 (3-4), 338-355, 2010
942010
Robustness and complexity co-constructed in multimodal signalling networks
N Ay, J Flack, DC Krakauer
Philosophical Transactions of the Royal Society B: Biological Sciences 362 …, 2007
932007
Maximizing multi-information
N Ay, A Knauf
arXiv preprint math-ph/0702002, 2007
742007
A geometric approach to complexity
N Ay, E Olbrich, N Bertschinger, J Jost
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (3), 2011
722011
A novel approach to canonical divergences within information geometry
N Ay, S Amari
Entropy 17 (12), 8111-8129, 2015
682015
Information-theoretic inference of common ancestors
B Steudel, N Ay
Entropy 17 (4), 2304-2327, 2015
68*2015
An information-geometric approach to a theory of pragmatic structuring
N Ay
The Annals of Probability 30 (1), 416-436, 2002
662002
A unifying framework for complexity measures of finite systems
N Ay, E Olbrich, N Bertschinger, J Jost
Proceedings of ECCS 6, 2006
652006
Geometric robustness theory and biological networks
N Ay, DC Krakauer
Theory in biosciences 125, 93-121, 2007
642007
Information-driven self-organization: the dynamical system approach to autonomous robot behavior
N Ay, H Bernigau, R Der, M Prokopenko
Theory in Biosciences 131, 161-179, 2012
632012
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