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Information Theoretic Measures of Causal Influences during Transient Neural Events
Transient phenomena play a key role in coordinating brain activity at multiple scales, however, their underlying mechanisms remain largely unknown.
Bayesian Information Criterion for Event-based Multi-trial Ensemble data
Transient recurring phenomena are ubiquitous in many scientific fields like neuroscience and meteorology.
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators.
This framework enables us to develop an independence test between time series as well as a similarity measure to compare different types of coupling.
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