Search Results for author: Jonathan Kim

Found 2 papers, 1 papers with code

Simulation-based Inference of Developmental EEG Maturation with the Spectral Graph Model

no code implementations3 May 2024 Danilo Bernardo, Xihe Xie, Parul Verma, Jonathan Kim, Virginia Liu, Ye Wu, Pew-Thian Yap, Srikantan Nagarajan, Ashish Raj

The spectral content of macroscopic neural activity evolves throughout development, yet how this maturation relates to underlying brain network formation and dynamics remains unknown.

EEG

Bayesian predictive modeling of multi-source multi-way data

1 code implementation5 Aug 2022 Jonathan Kim, Brian J. Sandri, Raghavendra B. Rao, Eric F. Lock

We develop a Bayesian approach to predict a continuous or binary outcome from data that are collected from multiple sources with a multi-way (i. e.. multidimensional tensor) structure.

Robust classification

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