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Nihat Ay
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Information geometry
N Ay, J Jost, H Vân Lê, L Schwachhöfer
Springer, 2017
4382017
Information flows in causal networks
N Ay, D Polani
Advances in complex systems 11 (01), 17-41, 2008
3602008
Quantifying unique information
N Bertschinger, J Rauh, E Olbrich, J Jost, N Ay
Entropy 16 (4), 2161-2183, 2014
3162014
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
2452008
The information theory of individuality
D Krakauer, N Bertschinger, E Olbrich, JC Flack, N Ay
Theory in Biosciences 139, 209-223, 2020
1522020
Autonomy: An information theoretic perspective
N Bertschinger, E Olbrich, N Ay, J Jost
Biosystems 91 (2), 331-345, 2008
1392008
Information geometry and sufficient statistics
N Ay, J Jost, HV Lê, L Schwachhöfer
Probability Theory and Related Fields 162, 327-364, 2015
1182015
Refinements of universal approximation results for deep belief networks and restricted Boltzmann machines
G Montufar, N Ay
Neural computation 23 (5), 1306-1319, 2011
1152011
Information geometry on complexity and stochastic interaction
N Ay
Entropy 17 (4), 2432-2458, 2015
110*2015
Information driven self-organization of complex robotic behaviors
G Martius, R Der, N Ay
PloS one 8 (5), e63400, 2013
992013
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
982007
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
972010
Maximizing multi-information
N Ay, A Knauf
arXiv preprint math-ph/0702002, 2007
742007
Information-theoretic inference of common ancestors
B Steudel, N Ay
Entropy 17 (4), 2304-2327, 2015
72*2015
A geometric approach to complexity
N Ay, E Olbrich, N Bertschinger, J Jost
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (3), 2011
722011
Geometric robustness theory and biological networks
N Ay, DC Krakauer
Theory in biosciences 125, 93-121, 2007
682007
A novel approach to canonical divergences within information geometry
N Ay, S Amari
Entropy 17 (12), 8111-8129, 2015
672015
Quantifying morphological computation
K Zahedi, N Ay
Entropy 15 (5), 1887-1915, 2013
672013
A unifying framework for complexity measures of finite systems
N Ay, E Olbrich, N Bertschinger, J Jost
Proceedings of ECCS 6, 2006
672006
An information-geometric approach to a theory of pragmatic structuring
N Ay
The Annals of Probability 30 (1), 416-436, 2002
662002
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Articles 1–20