Nihat Ay
Titel
Zitiert von
Zitiert von
Jahr
Information flows in causal networks
N Ay, D Polani
Advances in complex systems 11 (01), 17-41, 2008
2342008
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
2122008
Information geometry
N Ay, J Jost, H Vân Lê, L Schwachhöfer
Springer, 2017
1532017
Quantifying unique information
N Bertschinger, J Rauh, E Olbrich, J Jost, N Ay
Entropy 16 (4), 2161-2183, 2014
1492014
Refinements of universal approximation results for deep belief networks and restricted Boltzmann machines
G Montufar, N Ay
Neural computation 23 (5), 1306-1319, 2011
922011
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
922010
Autonomy: An information theoretic perspective
N Bertschinger, E Olbrich, N Ay, J Jost
Biosystems 91 (2), 331-345, 2008
912008
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
742015
Maximizing multi-information
N Ay, A Knauf
arXiv preprint math-ph/0702002, 2007
722007
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
702007
Information driven self-organization of complex robotic behaviors
G Martius, R Der, N Ay
PloS one 8 (5), e63400, 2013
662013
Information geometry on complexity and stochastic interaction
N Ay
Entropy 17 (4), 2432-2458, 2015
622015
An information-geometric approach to a theory of pragmatic structuring
N Ay
Annals of Probability, 416-436, 2002
592002
A geometric approach to complexity
N Ay, E Olbrich, N Bertschinger, J Jost
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (3), 037103, 2011
552011
A unifying framework for complexity measures of finite systems
N Ay, E Olbrich, N Bertschinger, J Jost
Proceedings of ECCS 6, 2006
552006
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
542012
Geometric robustness theory and biological networks
N Ay, DC Krakauer
Theory in biosciences 125 (2), 93-121, 2007
502007
Expressive power and approximation errors of restricted Boltzmann machines
GF Montúfar, J Rauh, N Ay
Advances in neural information processing systems, 415-423, 2011
482011
A novel approach to canonical divergences within information geometry
N Ay, S Amari
Entropy 17 (12), 8111-8129, 2015
472015
Dynamical properties of strongly interacting Markov chains
N Ay, T Wennekers
Neural Networks 16 (10), 1483-1497, 2003
462003
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