Author

Frederick Eberhardt

California Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 3

Signature Assays, Organisms & Methods

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Organism:human· 3 Assay:imaging· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1

Frequent Co-Authors

Ralph AdolphsiD· 3 shared Hiroyuki OyaiD· 2 shared Julien DuboisiD· 2 shared Aaron D. BoesiD· 1 shared Daniel TraneliD· 1 shared Iman A. WahleiD· 1 shared J. Michael TyszkaiD· 1 shared James M. ShineiD· 1 shared

Activity by Year

2017-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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3 shared papersNeuroscience

Ralph AdolphsORCID

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3 papers

Recent·Most cited

Unsupervised learning of mapping between brain lesions and behavior

Iman A. Wahle, Joseph Griffis, Ralph Adolphs, Jordan Henry Grafman, Daniel Tranel, Aaron D. Boes, Frederick Eberhardt

This paper introduces a novel unsupervised method, Causal Feature Learning (CFL), to discover lesion-behavior maps by learning the appropriate level of analysis and the relation between brain lesions and cognitive outcomes.

bioRxiv · Dec 22, 2023 · PreprintNeuroscience

Intracranial electrical stimulation alters meso-scale network integration as a function of network topology

WH Thompson, Oscar Estéban, Hiroyuki Oya, R Nair, Frederick Eberhardt, Julien Dubois, Russell Alan Poldrack, Ralph Adolphs, James M. Shine

This study shows that intracranial electrical stimulation alters meso-scale network integration depending on the topological role of the stimulated brain regions.

bioRxiv · Jan 16, 2021 · PreprintNeuroscience

Causal Mapping of Emotion Networks in the Human Brain: Framework and Preliminary Findings

Julien Dubois, Hiroyuki Oya, J. Michael Tyszka, Matthew A. Howard, Frederick Eberhardt, Ralph Adolphs

The paper introduces a framework combining es-fMRI and causal discovery to map emotion networks in the human brain and presents preliminary findings from resting-state datasets and case studies.

Neuropsychologia · Nov 13, 2017Peer-reviewedNeuroscience