Individual memory performance was predicted by a subset of iEEG signal components.

<p>All scatter plots display significant relationships between individual-level signal components and memory performance. The <i>x</i>-axis displays the difference between the value of the signal component on hit minus miss trials. The y-axis represents behavioral memory performanc...

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Autor Principal: Adam J. O. Dede (11554007) (author)
Outros autores: Zachariah R. Cross (12517201) (author), Samantha M. Gray (15280322) (author), Joseph P. Kelly (22683512) (author), Qin Yin (688027) (author), Parisa Vahidi (6252611) (author), Eishi Asano (10954801) (author), Stephan U. Schuele (8892719) (author), Joshua M. Rosenow (8892722) (author), Joyce Y. Wu (3162564) (author), Sandi K. Lam (10529066) (author), Jeffrey S. Raskin (22683515) (author), Jack J. Lin (7553783) (author), Olivia Kim McManus (22683518) (author), Shifteh Sattar (13215409) (author), Ammar Shaikhouni (5722517) (author), David King-Stephens (22683521) (author), Peter B. Weber (22683524) (author), Kenneth D. Laxer (14948857) (author), Peter Brunner (290008) (author), Jarod L. Roland (9193178) (author), Ignacio Saez (2165584) (author), Fady Girgis (17749833) (author), Robert T. Knight (7108925) (author), Noa Ofen (4059280) (author), Elizabeth L. Johnson (12688232) (author)
Publicado: 2025
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author Adam J. O. Dede (11554007)
author2 Zachariah R. Cross (12517201)
Samantha M. Gray (15280322)
Joseph P. Kelly (22683512)
Qin Yin (688027)
Parisa Vahidi (6252611)
Eishi Asano (10954801)
Stephan U. Schuele (8892719)
Joshua M. Rosenow (8892722)
Joyce Y. Wu (3162564)
Sandi K. Lam (10529066)
Jeffrey S. Raskin (22683515)
Jack J. Lin (7553783)
Olivia Kim McManus (22683518)
Shifteh Sattar (13215409)
Ammar Shaikhouni (5722517)
David King-Stephens (22683521)
Peter B. Weber (22683524)
Kenneth D. Laxer (14948857)
Peter Brunner (290008)
Jarod L. Roland (9193178)
Ignacio Saez (2165584)
Fady Girgis (17749833)
Robert T. Knight (7108925)
Noa Ofen (4059280)
Elizabeth L. Johnson (12688232)
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author_facet Adam J. O. Dede (11554007)
Zachariah R. Cross (12517201)
Samantha M. Gray (15280322)
Joseph P. Kelly (22683512)
Qin Yin (688027)
Parisa Vahidi (6252611)
Eishi Asano (10954801)
Stephan U. Schuele (8892719)
Joshua M. Rosenow (8892722)
Joyce Y. Wu (3162564)
Sandi K. Lam (10529066)
Jeffrey S. Raskin (22683515)
Jack J. Lin (7553783)
Olivia Kim McManus (22683518)
Shifteh Sattar (13215409)
Ammar Shaikhouni (5722517)
David King-Stephens (22683521)
Peter B. Weber (22683524)
Kenneth D. Laxer (14948857)
Peter Brunner (290008)
Jarod L. Roland (9193178)
Ignacio Saez (2165584)
Fady Girgis (17749833)
Robert T. Knight (7108925)
Noa Ofen (4059280)
Elizabeth L. Johnson (12688232)
author_role author
dc.creator.none.fl_str_mv Adam J. O. Dede (11554007)
Zachariah R. Cross (12517201)
Samantha M. Gray (15280322)
Joseph P. Kelly (22683512)
Qin Yin (688027)
Parisa Vahidi (6252611)
Eishi Asano (10954801)
Stephan U. Schuele (8892719)
Joshua M. Rosenow (8892722)
Joyce Y. Wu (3162564)
Sandi K. Lam (10529066)
Jeffrey S. Raskin (22683515)
Jack J. Lin (7553783)
Olivia Kim McManus (22683518)
Shifteh Sattar (13215409)
Ammar Shaikhouni (5722517)
David King-Stephens (22683521)
Peter B. Weber (22683524)
Kenneth D. Laxer (14948857)
Peter Brunner (290008)
Jarod L. Roland (9193178)
Ignacio Saez (2165584)
Fady Girgis (17749833)
Robert T. Knight (7108925)
Noa Ofen (4059280)
Elizabeth L. Johnson (12688232)
dc.date.none.fl_str_mv 2025-11-25T18:34:40Z
dc.identifier.none.fl_str_mv 10.1371/journal.pbio.3003481.g006
dc.relation.none.fl_str_mv https://figshare.com/articles/figure/Individual_memory_performance_was_predicted_by_a_subset_of_iEEG_signal_components_/30714404
dc.rights.none.fl_str_mv CC BY 4.0
info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Cell Biology
Neuroscience
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
using intracranial eeg
recognition memory task
graph theoretic analysis
sparse network states
direct stimulus processing
sparse connectivity aligned
external stimulus presentation
internal pfc peaks
internal hfb peaks
mtl theta connectivity
stimulus presentation
local processing
generated states
external event
theta oscillations
pfc changed
patients performing
global organization
frequency broadband
contrasting analyses
anchored either
analyses triggered
dc.title.none.fl_str_mv Individual memory performance was predicted by a subset of iEEG signal components.
dc.type.none.fl_str_mv Image
Figure
info:eu-repo/semantics/publishedVersion
image
description <p>All scatter plots display significant relationships between individual-level signal components and memory performance. The <i>x</i>-axis displays the difference between the value of the signal component on hit minus miss trials. The y-axis represents behavioral memory performance (d’). Points represent means across channels within each participant. Red triangles indicate participants whose removal would result in the <i>p</i> value rising from below .05 to between .05 and .10. Relationships for which removal of any single participant caused the <i>p</i> value to rise above .1 are not shown. The signal component displayed along the <i>x</i>-axis of each plot is indicated by its title. <b>A.i</b> Signal component aligned to image onset during encoding that predicted memory performance <b>A.ii</b> Signal components aligned to HFB peaks during encoding that predicted memory performance. This panel can be regenerated using data contained in allSig.csv and code in allSig.Rmd [<a href="http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.3003481#pbio.3003481.ref112" target="_blank">112</a>]. <b>B.</b> Signal components aligned to image onset during retrieval that predicted memory performance. Note that ITPC at image onset, dlPFC ITPC, and dlPFC-PHG connectivity were important at both encoding and retrieval. This panel can be regenerated using data contained in allSig.csv and code in allSig.Rmd lines 376–460 [<a href="http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.3003481#pbio.3003481.ref112" target="_blank">112</a>].</p>
eu_rights_str_mv openAccess
id Manara_4d5e12f7eb47932429f206b391ba8cad
identifier_str_mv 10.1371/journal.pbio.3003481.g006
network_acronym_str Manara
network_name_str ManaraRepo
oai_identifier_str oai:figshare.com:article/30714404
publishDate 2025
repository.mail.fl_str_mv
repository.name.fl_str_mv
repository_id_str
rights_invalid_str_mv CC BY 4.0
spelling Individual memory performance was predicted by a subset of iEEG signal components.Adam J. O. Dede (11554007)Zachariah R. Cross (12517201)Samantha M. Gray (15280322)Joseph P. Kelly (22683512)Qin Yin (688027)Parisa Vahidi (6252611)Eishi Asano (10954801)Stephan U. Schuele (8892719)Joshua M. Rosenow (8892722)Joyce Y. Wu (3162564)Sandi K. Lam (10529066)Jeffrey S. Raskin (22683515)Jack J. Lin (7553783)Olivia Kim McManus (22683518)Shifteh Sattar (13215409)Ammar Shaikhouni (5722517)David King-Stephens (22683521)Peter B. Weber (22683524)Kenneth D. Laxer (14948857)Peter Brunner (290008)Jarod L. Roland (9193178)Ignacio Saez (2165584)Fady Girgis (17749833)Robert T. Knight (7108925)Noa Ofen (4059280)Elizabeth L. Johnson (12688232)Cell BiologyNeuroscienceEnvironmental Sciences not elsewhere classifiedBiological Sciences not elsewhere classifiedusing intracranial eegrecognition memory taskgraph theoretic analysissparse network statesdirect stimulus processingsparse connectivity alignedexternal stimulus presentationinternal pfc peaksinternal hfb peaksmtl theta connectivitystimulus presentationlocal processinggenerated statesexternal eventtheta oscillationspfc changedpatients performingglobal organizationfrequency broadbandcontrasting analysesanchored eitheranalyses triggered<p>All scatter plots display significant relationships between individual-level signal components and memory performance. The <i>x</i>-axis displays the difference between the value of the signal component on hit minus miss trials. The y-axis represents behavioral memory performance (d’). Points represent means across channels within each participant. Red triangles indicate participants whose removal would result in the <i>p</i> value rising from below .05 to between .05 and .10. Relationships for which removal of any single participant caused the <i>p</i> value to rise above .1 are not shown. The signal component displayed along the <i>x</i>-axis of each plot is indicated by its title. <b>A.i</b> Signal component aligned to image onset during encoding that predicted memory performance <b>A.ii</b> Signal components aligned to HFB peaks during encoding that predicted memory performance. This panel can be regenerated using data contained in allSig.csv and code in allSig.Rmd [<a href="http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.3003481#pbio.3003481.ref112" target="_blank">112</a>]. <b>B.</b> Signal components aligned to image onset during retrieval that predicted memory performance. Note that ITPC at image onset, dlPFC ITPC, and dlPFC-PHG connectivity were important at both encoding and retrieval. This panel can be regenerated using data contained in allSig.csv and code in allSig.Rmd lines 376–460 [<a href="http://www.plosbiology.org/article/info:doi/10.1371/journal.pbio.3003481#pbio.3003481.ref112" target="_blank">112</a>].</p>2025-11-25T18:34:40ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pbio.3003481.g006https://figshare.com/articles/figure/Individual_memory_performance_was_predicted_by_a_subset_of_iEEG_signal_components_/30714404CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/307144042025-11-25T18:34:40Z
spellingShingle Individual memory performance was predicted by a subset of iEEG signal components.
Adam J. O. Dede (11554007)
Cell Biology
Neuroscience
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
using intracranial eeg
recognition memory task
graph theoretic analysis
sparse network states
direct stimulus processing
sparse connectivity aligned
external stimulus presentation
internal pfc peaks
internal hfb peaks
mtl theta connectivity
stimulus presentation
local processing
generated states
external event
theta oscillations
pfc changed
patients performing
global organization
frequency broadband
contrasting analyses
anchored either
analyses triggered
status_str publishedVersion
title Individual memory performance was predicted by a subset of iEEG signal components.
title_full Individual memory performance was predicted by a subset of iEEG signal components.
title_fullStr Individual memory performance was predicted by a subset of iEEG signal components.
title_full_unstemmed Individual memory performance was predicted by a subset of iEEG signal components.
title_short Individual memory performance was predicted by a subset of iEEG signal components.
title_sort Individual memory performance was predicted by a subset of iEEG signal components.
topic Cell Biology
Neuroscience
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
using intracranial eeg
recognition memory task
graph theoretic analysis
sparse network states
direct stimulus processing
sparse connectivity aligned
external stimulus presentation
internal pfc peaks
internal hfb peaks
mtl theta connectivity
stimulus presentation
local processing
generated states
external event
theta oscillations
pfc changed
patients performing
global organization
frequency broadband
contrasting analyses
anchored either
analyses triggered