Search Results for author: Lorenzo Caciagli

Found 2 papers, 1 papers with code

Human Learning of Hierarchical Graphs

no code implementations6 Sep 2023 Xiaohuan Xia, Andrei A. Klishin, Jennifer Stiso, Christopher W. Lynn, Ari E. Kahn, Lorenzo Caciagli, Dani S. Bassett

Using a serial response experiment with human participants (n=$100$), we replicate our predictions by detecting a surprisal effect at the finer-level of the hierarchy but not at the coarser-level of the hierarchy.

Graph Learning

Is the brain macroscopically linear? A system identification of resting state dynamics

1 code implementation22 Dec 2020 Erfan Nozari, Maxwell A. Bertolero, Jennifer Stiso, Lorenzo Caciagli, Eli J. Cornblath, Xiaosong He, Arun S. Mahadevan, George J. Pappas, Dani Smith Bassett

Contrary to our expectations, linear auto-regressive models achieve the best measures across all three metrics, eliminating the trade-off between accuracy and simplicity.

EEG Electroencephalogram (EEG)

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