Concepedia

Nils Bertschinger

NB

17

Publications

1.7K

Citations

14

H-Index

2004

Active since

Affiliations

Max Planck Institute for Mathematics in the Sciences(Current)

Santa Fe Institute

Max Planck Institute for Mathematics

Frankfurt Institute for Advanced Studies

Max Planck Society

Nils Bertschinger is an author at Max Planck Institute for Mathematics in the Sciences specializing in engineering, computer science, and entropy.

Top concepts

EngineeringComputer ScienceEntropyProbabilityStatisticsNetwork AnalysisComputational ComplexityComplexityInformationData Science

Publications per year

2004–2021

17

Publications

17

Real-Time Computation at the Edge of Chaos in Recurrent Neural Networks

Nils Bertschinger, Thomas Natschläger · Neural Computation · 2004 · 825 citations

Deterministic Dynamical System, Engineering, Machine Learning +15

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 Decomposition and Synergy

Eckehard Olbrich, Nils Bertschinger, Johannes Rauh · Entropy · 2015 · 68 citations · Full text

Engineering, Data Science, Exponential Families +16

At the Edge of Chaos: Real-time Computations and Self-Organized Criticality in Recurrent Neural Networks

Nils Bertschinger, Thomas Natschläger, Robert Legenstein · Neural Information Processing Systems · 2004 · 63 citations

Engineering, Self-organized Criticality, High-dimensional Chaos +17

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