Concepedia

Nihat Ay

NA

Statistics

Publications

45

Citations

2.1K

H-Index

26

Active since

2002

Affiliations

Max Planck Institute for Mathematics in the Sciences(Current)

Santa Fe Institute

Max Planck Institute for Mathematics

Leipzig University

Max Planck Society

Nihat Ay is an author at Max Planck Institute for Mathematics in the Sciences specializing in engineering, entropy, and probability theory.

Top concepts

EngineeringEntropyProbabilityComputer ScienceInformationData ScienceSocial SciencesCognitive ScienceComputational ComplexityComputational Neuroscience

Publications per year

2002–2018

45

Publications

45

INFORMATION FLOWS IN CAUSAL NETWORKS

Nihat Ay, Daniel Polani · Advances in Complex Systems · 2008 · 280 citations · Full text

Causal Independence, Network Science, Engineering +14

Quantifying Unique Information

Nils Bertschinger, Johannes Rauh, Eckehard Olbrich et al. · Entropy · 2014 · 270 citations · Full text

Engineering, Similarity Measure, Information Retrieval +20

Predictive information and explorative behavior of autonomous robots

Nihat Ay, Nils Bertschinger, Ralf Der et al. · The European Physical Journal B · 2008 · 167 citations · Full text

Artificial Intelligence, Cognitive Science, Trajectory Planning +15

Information Geometry on Complexity and Stochastic Interaction

Nihat Ay · Entropy · 2015 · 101 citations · Full text

Engineering, Data Science, Gibbs Measure +13

Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines

Guido Montúfar, Nihat Ay · Neural Computation · 2011 · 92 citations

Artificial Intelligence, Engineering, Machine Learning +14

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