Topological Causality in Dynamical Systems

Directed dynamical influence is more detectable with noise

(2016) Jun-Jie Jiang et al.   Scientific Reports

Nonlinear time-series analysis revisited

(2015) Elizabeth Bradley et al.   CHAOS

On the Efficacy of State Space Reconstruction Methods in Determining Causality

(2015) Bree Cummins et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Causal feedbacks in climate change

(2015) Egbert H. van Nes et al.   Nature Climate Change

Untangling Brain-Wide Dynamics in Consciousness by Cross-Embedding

(2015) Satohiro Tajima et al.   PLoS Computational Biology

A two-fold increase of carbon cycle sensitivity to tropical temperature variations

(2014) Xuhui Wang et al.   NATURE

Detecting Causality from Nonlinear Dynamics with Short-term Time Series

(2014) Huanfei Ma et al.   Scientific Reports

Information-geometric approach to inferring causal directions

(2012) Dominik Janzing et al.   ARTIFICIAL INTELLIGENCE

A critical assessment of connectivity measures for EEG data: A simulation study

(2012) Stefan Haufe et al.   NEUROIMAGE

Detecting Causality in Complex Ecosystems

(2012) G. Sugihara et al.   SCIENCE

Reliable detection of directional couplings using rank statistics

(2009) Daniel Chicharro et al.   PHYSICAL REVIEW E

Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables

(2009) Lionel Barnett et al.   PHYSICAL REVIEW LETTERS

INFORMATION FLOWS IN CAUSAL NETWORKS

(2008) NIHAT AY et al.   ADVANCES IN COMPLEX SYSTEMS

Robustly Estimating the Flow Direction of Information in Complex Physical Systems

(2008) Guido Nolte et al.   PHYSICAL REVIEW LETTERS