Nihat Ay
Title
Cited by
Cited by
Year
Information flows in causal networks
N Ay, D Polani
Advances in complex systems 11 (01), 17-41, 2008
2592008
Predictive information and explorative behavior of autonomous robots
N Ay, N Bertschinger, R Der, F Güttler, E Olbrich
The European Physical Journal B 63 (3), 329-339, 2008
2172008
Quantifying unique information
N Bertschinger, J Rauh, E Olbrich, J Jost, N Ay
Entropy 16 (4), 2161-2183, 2014
1802014
Autonomy: An information theoretic perspective
N Bertschinger, E Olbrich, N Ay, J Jost
Biosystems 91 (2), 331-345, 2008
1002008
Refinements of universal approximation results for deep belief networks and restricted Boltzmann machines
G Montufar, N Ay
Neural computation 23 (5), 1306-1319, 2011
972011
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
Information geometry and sufficient statistics
N Ay, J Jost, H Vân Lê, L Schwachhöfer
Probability Theory and Related Fields 162 (1-2), 327-364, 2015
832015
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
772007
Information driven self-organization of complex robotic behaviors
G Martius, R Der, N Ay
PloS one 8 (5), e63400, 2013
752013
Information geometry on complexity and stochastic interaction
N Ay
Entropy 17 (4), 2432-2458, 2015
712015
Maximizing multi-information
N Ay, A Knauf
arXiv preprint math-ph/0702002, 2007
692007
A geometric approach to complexity
N Ay, E Olbrich, N Bertschinger, J Jost
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (3), 037103, 2011
632011
Information-driven self-organization: the dynamical system approach to autonomous robot behavior
N Ay, H Bernigau, R Der, M Prokopenko
Theory in Biosciences 131 (3), 161-179, 2012
592012
A unifying framework for complexity measures of finite systems
N Ay, E Olbrich, N Bertschinger, J Jost
Proceedings of ECCS 6, 2006
592006
A novel approach to canonical divergences within information geometry
N Ay, S Amari
Entropy 17 (12), 8111-8129, 2015
572015
An information-geometric approach to a theory of pragmatic structuring
N Ay
The Annals of Probability 30 (1), 416-436, 2002
572002
The information theory of individuality
D Krakauer, N Bertschinger, E Olbrich, N Ay, JC Flack
arXiv preprint arXiv:1412.2447, 2014
56*2014
Expressive power and approximation errors of restricted Boltzmann machines
G Montúfar, J Rauh, N Ay
arXiv preprint arXiv:1406.3140, 2014
522014
Geometric robustness theory and biological networks
N Ay, DC Krakauer
Theory in biosciences 125 (2), 93-121, 2007
522007
Quantifying morphological computation
K Zahedi, N Ay
Entropy 15 (5), 1887-1915, 2013
502013
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Articles 1–20