Jacob Kang

cs.LGq-bio.NCAlzheimer's diseaseclustered pattern projectioncs.AIdynamic mode decompositioneess.SPelectroencephalography (EEG)frontotemporal dementialeave-one-subject-out cross-validation

On Valency

published · living versions

W_8cvtkvjq·v1 · currentpublished

When Model Complexity Matters in Cross-Subject Naturalistic fMRI Prediction

with Junhao Zhao, Colin Kurniawan, David Simberg, Nan Xu

1 version

W_nu38wa4z·v2published

Large Distant Gradients Need Not Be Reliable: reliability-weighted credit assignment for long-horizon autoregressive forecasting

Preprints & journals

4 papers in the corpus · 2026

Beyond Gaussian Assumptions: Distribution-Aware Channel Capacity for Effective Connectivity2609.32774v1 · Jianan Jian, Jacob Kang, Nurahmed Multezem et al.2026 · 0 citationsarXiv

Large Distant Gradients Need Not Be Reliable: reliability-weighted credit assignment for long-horizon autoregressive forecasting2609.12890v3 · Junhao Zhao, David Michael Simberg, Jacob Kang et al.2026 · 0 citationsarXivon Valency

Detecting high-frequency brain disorder signals using dynamic mode decomposition from EEG2608.02804v1 · Jacob Kang, Jong-Hyeon Seo2026 · 0 citationsarXiv

Clustered pattern projection for EEG dementia classification: evaluating the reliability of disorder patterns.42597859 · Kang, Hunseok, Kang, Jacob, Zeki, Mustafa et al.2026 · 0 citationsFrontiers in neuroscience. 2026;20:1871265

Career total: 5 works. 4 are in this corpus.

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