Metric Validation for Detection of Delayed and Directed Coupling
Kate Dembny, Hafsa Farooqi, Alexander B. Herman, Theoden Ivan Netoff, David P Darrow
This paper evaluates effective connectivity metrics for reconstructing neural network topology under data limitations, finding that multivariate transfer entropy is most accurate but slow, while partial cross-correlation is efficient for larger networks.
Journal of Neural Engineering · Apr 15, 2026Peer-reviewedBioinformatics