PMID: 10619414Jan 5, 2000

Measuring phase synchrony in brain signals

Human Brain Mapping
Jean-Philippe LachauxF J Varela

Abstract

This article presents, for the first time, a practical method for the direct quantification of frequency-specific synchronization (i.e., transient phase-locking) between two neuroelectric signals. The motivation for its development is to be able to examine the role of neural synchronies as a putative mechanism for long-range neural integration during cognitive tasks. The method, called phase-locking statistics (PLS), measures the significance of the phase covariance between two signals with a reasonable time-resolution (<100 ms). Unlike the more traditional method of spectral coherence, PLS separates the phase and amplitude components and can be directly interpreted in the framework of neural integration. To validate synchrony values against background fluctuations, PLS uses surrogate data and thus makes no a priori assumptions on the nature of the experimental data. We also apply PLS to investigate intracortical recordings from an epileptic patient performing a visual discrimination task. We find large-scale synchronies in the gamma band (45 Hz), e.g., between hippocampus and frontal gyrus, and local synchronies, within a limbic region, a few cm apart. We argue that whereas long-scale effects do reflect cognitive processing, s...Continue Reading

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Apr 29, 2015·Current Biology : CB·William SedleyTimothy D Griffiths
Nov 16, 2010·Neuroscience Letters·Michael VourkasAndrew C Papanicolaou
Oct 8, 2011·Communicative & Integrative Biology·Guillaume Dumas
Jul 16, 2011·Brain Research Bulletin·Yin Fen Low, Daniel J Strauss
Apr 1, 2014·Neuroscience Letters·Paulo BarrazaPablo Dartnell
Oct 15, 2013·Neurobiology of Aging·Irene van de VijverK Richard Ridderinkhof
Apr 19, 2008·NeuroImage·Karl-Heinz BäumlWolfgang Klimesch
Mar 1, 2012·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Kristína Mezeiová, Milan Palus
Jul 4, 2008·NeuroImage·Roman FreunbergerWalter R Gruber
Aug 21, 2013·NeuroImage·Michael X Cohen, Rasa Gulbinaite
Jan 19, 2010·NeuroImage·M Crespo-GarciaMercedes Atienza
Apr 1, 2014·Brain Structure & Function·Gabriel Gonzalez-EscamillaJose L Cantero
Jul 1, 2008·Current Biology : CB·Joost X MaierAsif A Ghazanfar
May 20, 2008·NeuroImage·C C ChenK Friston
May 25, 2013·NeuroImage·L J Larson-PriorWU-Minn HCP Consortium
Mar 13, 2012·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Karen J MathewsonLouis A Schmidt
Jan 20, 2009·NeuroImage·Frédérique AmorMichel Le Van Quyen
Dec 4, 2003·NeuroImage·Olivier David, K Friston
Sep 1, 2009·NeuroImage·Felix DarvasL B Sorensen
Oct 29, 2013·NeuroImage·Alexandre GramfortMatti S Hämäläinen
Jul 17, 2007·NeuroImage·Cornelia KrancziochAndreas K Engel
Dec 10, 2013·Current Biology : CB·Ian C FiebelkornSabine Kastner
Nov 10, 2009·NeuroImage·Hua Brian HuiRichard M Leahy
Jul 27, 2007·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Christos PapadelisNikos Maglaveras
Jan 15, 2010·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Keeran MaharajhMartin L Reite
Jan 19, 2010·Trends in Cognitive Sciences·Peter UhlhaasWolf Singer
Nov 26, 2010·Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology·Sampsa Vanhatalo, J Matias Palva
Feb 4, 2014·Journal of Neuroscience Methods·M M VindiolaK McDowell
Jun 2, 2009·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Steven Phillips, Yuji Takeda
Jun 19, 2013·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Timothy W Budd, Justin R Timora
Jan 1, 2013·Journal of Neuroscience Methods·Nantia D IakovidouYannis Manolopoulos
Jul 7, 2009·Journal of Neuroscience Methods·W D PennyK Friston
Jul 11, 2009·Journal of Neuroscience Methods·Michael MuskulusAndreas Daffertshofer
Nov 3, 2010·Progress in Biophysics and Molecular Biology·Peter UhlhaasWolf Singer
Jan 15, 2015·Journal of Neuroscience Methods·A MheichFabrice Wendling
Sep 28, 2010·Progress in Biophysics and Molecular Biology·Angela J LangdonMichael Breakspear
Jun 2, 2009·Journal of Neuroscience Methods·Klaus LehnertzTobias Wagner
Oct 20, 2009·Neuroscience and Biobehavioral Reviews·Wolfgang KlimeschPaul Sauseng
Sep 10, 2013·Journal of Neuroscience Methods·M A Kramer, Uri T Eden
Feb 24, 2015·Nature Neuroscience·Scott L Brincat, Earl K Miller
Apr 29, 2009·Neuroscience and Biobehavioral Reviews·Karl-Heinz BäumlSimon Hanslmayr
Jan 20, 2015·Neuropsychologia·Alejandro PérezManuel Carreiras
Apr 9, 2014·Neuropsychologia·Bahar Güntekin, Erol Başar
Mar 12, 2013·Mathematical Biosciences·Xue AoGerhard Schmid
Feb 11, 2015·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Bahar Güntekin, Erol Başar
Apr 20, 2012·Cortex; a Journal Devoted to the Study of the Nervous System and Behavior·Lars MeyerAngela D Friederici
Jun 16, 2012·Cortex; a Journal Devoted to the Study of the Nervous System and Behavior·Ulrike M KrämerRobert T Knight
Mar 19, 2014·Cortex; a Journal Devoted to the Study of the Nervous System and Behavior·Jochen KaiserJörg Dietrich
Jul 12, 2014·Progress in Neurobiology·Pieter van MierloDaniele Marinazzo
Dec 19, 2012·Neuroscience and Biobehavioral Reviews·Andreas Fink, Mathias Benedek
Mar 14, 2012·Brain Research·Cindy L EhlersJames Havstad
Oct 14, 2014·Frontiers in Neuroscience·Ilya AdamchicPeter A Tass
Jul 30, 2014·Frontiers in Neuroengineering·Ian DalyGernot R Müller-Putz
Jul 2, 2014·Frontiers in Aging Neuroscience·María E LópezRicardo Bajo
Aug 22, 2013·Journal of Autism and Developmental Disorders·J Christopher EdgarTimothy P L Roberts
Mar 19, 2013·Anesthesiology·George A Mashour
May 4, 2016·Neural Computation·Mahyar HamediAlias Mohd Noor
May 15, 2016·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Petr BobPaul H Lysaker
Jun 1, 2016·Frontiers in Computational Neuroscience·Magteld Zeitler, Peter A Tass
Sep 18, 2013·Journal of Neurodevelopmental Disorders·Jun WangJohn A Sweeney
May 22, 2016·NeuroImage·Catherine M Sweeney-ReedMichael D Rugg
Nov 9, 2015·The European Journal of Neuroscience·Eric LowetPeter De Weerd
May 28, 2016·Neuroscience Letters·Teo Jeon ShinBoreom Lee
Jun 6, 2016·NeuroImage·G L ColcloughS M Smith
Jun 15, 2016·Cognitive, Affective & Behavioral Neuroscience·Kara J BlackerS M Courtney
Apr 2, 2002·Biological Psychiatry·Judith M FordWalton T Roth
Jun 25, 2016·Wiley Interdisciplinary Reviews. Systems Biology and Medicine·Constantinos Siettos, Jens Starke
Jul 6, 2016·Neuropsychologia·Shannon E MacLean, Lawrence M Ward
Jul 12, 2016·Current Opinion in Neurobiology·Stephanie R Jones
Jul 6, 2016·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Peng LiHong Li
Jul 13, 2016·Scientific Reports·Douglas McLellandRufin VanRullen
Jul 15, 2016·Human Brain Mapping·Julia A EwerdwalbeslohPatrick H Khader
Sep 30, 2000·Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society·M H Munk, S Neuenschwander
Aug 25, 2012·Computational and Mathematical Methods in Medicine·Forooz Shahbazi AvarvandGuido Nolte
Jul 20, 2012·Computational and Mathematical Methods in Medicine·Catalina Alvarado-Rojas, M Le Van Quyen
Dec 19, 2002·Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society·Cornelis J StamBob W van Dijk
Jan 1, 2004·Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society·Michael J A M van Putten
Sep 27, 2016·Explore : the Journal of Science and Healing·Heidi L HelgesonMarit Solheim-Witt
Sep 3, 2016·Neuroscience Letters·Keita KamijoMiki Haramura
Aug 12, 2016·Social Cognitive and Affective Neuroscience·Yan MuShihui Han
Sep 25, 2016·Brain : a Journal of Neurology·Yusaku TakamuraNoritaka Kawashima
Apr 16, 2002·Human Brain Mapping·Angela R LairdM Elizabeth Meyerand
Oct 26, 2016·Journal of Cognitive Neuroscience·Raphael KaplanNeil Burgess
Nov 7, 2016·Hearing Research·Scott BresslerBarbara Shinn-Cunningham
Nov 9, 2016·Hearing Research·Yoshikazu KikuchiShozo Tobimatsu
Nov 5, 2016·The European Journal of Neuroscience·Björn HerrmannEdward L Bartlett
Jan 1, 2013·International Journal of Neural Systems·Demitre SerletisB L Bardakjian
Oct 26, 2016·The Journal of Physiology·Alex I WiesmanTony W Wilson
Nov 20, 2016·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Selin AviyenteEdward M Bernat
Dec 6, 2005·Reviews in the Neurosciences·Jochen Kaiser, Werner Lutzenberger
Apr 7, 2005·Reviews in the Neurosciences·Jose L Cantero, Mercedes Atienza
Nov 7, 2012·Proceedings of the National Academy of Sciences of the United States of America·Laura D LewisPatrick L Purdon
Nov 16, 2012·Proceedings of the National Academy of Sciences of the United States of America·Molly J Henry, Jonas Obleser
Mar 31, 2015·PloS One·Archana SinghSteven Phillips
Apr 16, 2015·PloS One·Elena SalillasManuel Carreiras
Apr 13, 2012·PloS One·Mario ValderramaM Le Van Quyen
Oct 21, 2014·PLoS Computational Biology·Srivas ChennuTristan A Bekinschtein
Sep 18, 2015·PloS One·Mahmoud HassanFabrice Wendling
Jan 30, 2014·PloS One·Shaun S LodderMichel J A M van Putten
Jan 12, 2016·PloS One·Aya KabbaraMahmoud Hassan
Oct 22, 2015·PloS One·Lorena Vega-ZelayaGuillermo J Ortega