Semantic Wavelet-Induced Frequency-Tagging (SWIFT) Periodically Activates Category Selective Areas While Steadily Activating Early Visual Areas
Identifieur interne : 002844 ( Main/Curation ); précédent : 002843; suivant : 002845Semantic Wavelet-Induced Frequency-Tagging (SWIFT) Periodically Activates Category Selective Areas While Steadily Activating Early Visual Areas
Auteurs : Roger Koenig-Robert [Australie] ; Rufin Vanrullen [France] ; Naotsugu Tsuchiya [Australie]Source :
- PLoS ONE [ 1932-6203 ] ; 2015.
Descripteurs français
- KwdFr :
- MESH :
- imagerie diagnostique : Voies optiques.
- physiologie : Perception visuelle, Voies optiques.
- Adulte, Femelle, Humains, Modèles neurologiques, Mâle, Neuroimagerie fonctionnelle, Radiographie.
English descriptors
- KwdEn :
- MESH :
- diagnostic imaging : Visual Pathways.
- physiology : Visual Pathways, Visual Perception.
- Adult, Female, Functional Neuroimaging, Humans, Male, Models, Neurological, Radiography.
Abstract
Primate visual systems process natural images in a hierarchical manner: at the early stage, neurons are tuned to local image features, while neurons in high-level areas are tuned to abstract object categories. Standard models of visual processing assume that the transition of tuning from image features to object categories emerges gradually along the visual hierarchy. Direct tests of such models remain difficult due to confounding alteration in low-level image properties when contrasting distinct object categories. When such contrast is performed in a classic functional localizer method, the desired activation in high-level visual areas is typically accompanied with activation in early visual areas. Here we used a novel image-modulation method called SWIFT (semantic wavelet-induced frequency-tagging), a variant of frequency-tagging techniques. Natural images modulated by SWIFT reveal object semantics periodically while keeping low-level properties constant. Using functional magnetic resonance imaging (fMRI), we indeed found that faces and scenes modulated with SWIFT periodically activated the prototypical category-selective areas while they elicited sustained and constant responses in early visual areas. SWIFT and the localizer were selective and specific to a similar extent in activating category-selective areas. Only SWIFT progressively activated the visual pathway from low- to high-level areas, consistent with predictions from standard hierarchical models. We confirmed these results with criterion-free methods, generalizing the validity of our approach and show that it is possible to dissociate neural activation in early and category-selective areas. Our results provide direct evidence for the hierarchical nature of the representation of visual objects along the visual stream and open up future applications of frequency-tagging methods in fMRI.
Url:
DOI: 10.1371/journal.pone.0144858
PubMed: 26691722
PubMed Central: 4686956
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: Pour aller vers cette notice dans l'étape Curation :000350
- to stream Pmc, to step Curation: Pour aller vers cette notice dans l'étape Curation :000350
- to stream Pmc, to step Checkpoint: Pour aller vers cette notice dans l'étape Curation :000D24
- to stream PubMed, to step Corpus: Pour aller vers cette notice dans l'étape Curation :002582
- to stream PubMed, to step Curation: Pour aller vers cette notice dans l'étape Curation :002513
- to stream PubMed, to step Checkpoint: Pour aller vers cette notice dans l'étape Curation :002513
- to stream Ncbi, to step Merge: Pour aller vers cette notice dans l'étape Curation :002E99
- to stream Ncbi, to step Curation: Pour aller vers cette notice dans l'étape Curation :002E99
- to stream Ncbi, to step Checkpoint: Pour aller vers cette notice dans l'étape Curation :002E99
- to stream Main, to step Merge: Pour aller vers cette notice dans l'étape Curation :002844
Links to Exploration step
PMC:4686956Curation
No country items
Naotsugu Tsuchiya<affiliation><nlm:aff id="aff004"><addr-line>Decoding and Controlling Brain Information, Japan Science and Technology Agency, Chiyoda-ku, Tokyo, Japan, 102–8266</addr-line></nlm:aff><wicri:noCountry code="subfield">102–8266</wicri:noCountry></affiliation>Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Semantic Wavelet-Induced Frequency-Tagging (SWIFT) Periodically Activates Category Selective Areas While Steadily Activating Early Visual Areas</title><author><name sortKey="Koenig Robert, Roger" sort="Koenig Robert, Roger" uniqKey="Koenig Robert R" first="Roger" last="Koenig-Robert">Roger Koenig-Robert</name><affiliation wicri:level="3"><nlm:aff id="aff001"><addr-line>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne, Australia</addr-line></nlm:aff><country xml:lang="fr">Australie</country><wicri:regionArea>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation></author><author><name sortKey="Vanrullen, Rufin" sort="Vanrullen, Rufin" uniqKey="Vanrullen R" first="Rufin" last="Vanrullen">Rufin Vanrullen</name><affiliation wicri:level="3"><nlm:aff id="aff002"><addr-line>CNRS, UMR5549, Centre de Recherche Cerveau et Cognition, Faculté de Médecine de Purpan, 31052 Toulouse, France</addr-line></nlm:aff><country xml:lang="fr">France</country><wicri:regionArea>CNRS, UMR5549, Centre de Recherche Cerveau et Cognition, Faculté de Médecine de Purpan, 31052 Toulouse</wicri:regionArea><placeName><region type="region" nuts="2">Occitanie (région administrative)</region><region type="old region" nuts="2">Midi-Pyrénées</region><settlement type="city">Toulouse</settlement></placeName></affiliation><affiliation wicri:level="3"><nlm:aff id="aff003"><addr-line>Université de Toulouse, Centre de Recherche Cerveau et Cognition, Université Paul Sabatier, 31052 Toulouse, France</addr-line></nlm:aff><country xml:lang="fr">France</country><wicri:regionArea>Université de Toulouse, Centre de Recherche Cerveau et Cognition, Université Paul Sabatier, 31052 Toulouse</wicri:regionArea><placeName><region type="region" nuts="2">Occitanie (région administrative)</region><region type="old region" nuts="2">Midi-Pyrénées</region><settlement type="city">Toulouse</settlement></placeName></affiliation></author><author><name sortKey="Tsuchiya, Naotsugu" sort="Tsuchiya, Naotsugu" uniqKey="Tsuchiya N" first="Naotsugu" last="Tsuchiya">Naotsugu Tsuchiya</name><affiliation wicri:level="3"><nlm:aff id="aff001"><addr-line>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne, Australia</addr-line></nlm:aff><country xml:lang="fr">Australie</country><wicri:regionArea>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation><affiliation><nlm:aff id="aff004"><addr-line>Decoding and Controlling Brain Information, Japan Science and Technology Agency, Chiyoda-ku, Tokyo, Japan, 102–8266</addr-line></nlm:aff><wicri:noCountry code="subfield">102–8266</wicri:noCountry></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">26691722</idno><idno type="pmc">4686956</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4686956</idno><idno type="RBID">PMC:4686956</idno><idno type="doi">10.1371/journal.pone.0144858</idno><date when="2015">2015</date><idno type="wicri:Area/Pmc/Corpus">000350</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000350</idno><idno type="wicri:Area/Pmc/Curation">000350</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000350</idno><idno type="wicri:Area/Pmc/Checkpoint">000D24</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000D24</idno><idno type="wicri:source">PubMed</idno><idno type="wicri:Area/PubMed/Corpus">002582</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">002582</idno><idno type="wicri:Area/PubMed/Curation">002513</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">002513</idno><idno type="wicri:Area/PubMed/Checkpoint">002513</idno><idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">002513</idno><idno type="wicri:Area/Ncbi/Merge">002E99</idno><idno type="wicri:Area/Ncbi/Curation">002E99</idno><idno type="wicri:Area/Ncbi/Checkpoint">002E99</idno><idno type="wicri:Area/Main/Merge">002844</idno><idno type="wicri:Area/Main/Curation">002844</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Semantic Wavelet-Induced Frequency-Tagging (SWIFT) Periodically Activates Category Selective Areas While Steadily Activating Early Visual Areas</title><author><name sortKey="Koenig Robert, Roger" sort="Koenig Robert, Roger" uniqKey="Koenig Robert R" first="Roger" last="Koenig-Robert">Roger Koenig-Robert</name><affiliation wicri:level="3"><nlm:aff id="aff001"><addr-line>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne, Australia</addr-line></nlm:aff><country xml:lang="fr">Australie</country><wicri:regionArea>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation></author><author><name sortKey="Vanrullen, Rufin" sort="Vanrullen, Rufin" uniqKey="Vanrullen R" first="Rufin" last="Vanrullen">Rufin Vanrullen</name><affiliation wicri:level="3"><nlm:aff id="aff002"><addr-line>CNRS, UMR5549, Centre de Recherche Cerveau et Cognition, Faculté de Médecine de Purpan, 31052 Toulouse, France</addr-line></nlm:aff><country xml:lang="fr">France</country><wicri:regionArea>CNRS, UMR5549, Centre de Recherche Cerveau et Cognition, Faculté de Médecine de Purpan, 31052 Toulouse</wicri:regionArea><placeName><region type="region" nuts="2">Occitanie (région administrative)</region><region type="old region" nuts="2">Midi-Pyrénées</region><settlement type="city">Toulouse</settlement></placeName></affiliation><affiliation wicri:level="3"><nlm:aff id="aff003"><addr-line>Université de Toulouse, Centre de Recherche Cerveau et Cognition, Université Paul Sabatier, 31052 Toulouse, France</addr-line></nlm:aff><country xml:lang="fr">France</country><wicri:regionArea>Université de Toulouse, Centre de Recherche Cerveau et Cognition, Université Paul Sabatier, 31052 Toulouse</wicri:regionArea><placeName><region type="region" nuts="2">Occitanie (région administrative)</region><region type="old region" nuts="2">Midi-Pyrénées</region><settlement type="city">Toulouse</settlement></placeName></affiliation></author><author><name sortKey="Tsuchiya, Naotsugu" sort="Tsuchiya, Naotsugu" uniqKey="Tsuchiya N" first="Naotsugu" last="Tsuchiya">Naotsugu Tsuchiya</name><affiliation wicri:level="3"><nlm:aff id="aff001"><addr-line>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne, Australia</addr-line></nlm:aff><country xml:lang="fr">Australie</country><wicri:regionArea>School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation><affiliation><nlm:aff id="aff004"><addr-line>Decoding and Controlling Brain Information, Japan Science and Technology Agency, Chiyoda-ku, Tokyo, Japan, 102–8266</addr-line></nlm:aff><wicri:noCountry code="subfield">102–8266</wicri:noCountry></affiliation></author></analytic><series><title level="j">PLoS ONE</title><idno type="eISSN">1932-6203</idno><imprint><date when="2015">2015</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Adult</term><term>Female</term><term>Functional Neuroimaging</term><term>Humans</term><term>Male</term><term>Models, Neurological</term><term>Radiography</term><term>Visual Pathways (diagnostic imaging)</term><term>Visual Pathways (physiology)</term><term>Visual Perception (physiology)</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Adulte</term><term>Femelle</term><term>Humains</term><term>Modèles neurologiques</term><term>Mâle</term><term>Neuroimagerie fonctionnelle</term><term>Perception visuelle (physiologie)</term><term>Radiographie</term><term>Voies optiques (imagerie diagnostique)</term><term>Voies optiques (physiologie)</term></keywords><keywords scheme="MESH" qualifier="diagnostic imaging" xml:lang="en"><term>Visual Pathways</term></keywords><keywords scheme="MESH" qualifier="imagerie diagnostique" xml:lang="fr"><term>Voies optiques</term></keywords><keywords scheme="MESH" qualifier="physiologie" xml:lang="fr"><term>Perception visuelle</term><term>Voies optiques</term></keywords><keywords scheme="MESH" qualifier="physiology" xml:lang="en"><term>Visual Pathways</term><term>Visual Perception</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Adult</term><term>Female</term><term>Functional Neuroimaging</term><term>Humans</term><term>Male</term><term>Models, Neurological</term><term>Radiography</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Adulte</term><term>Femelle</term><term>Humains</term><term>Modèles neurologiques</term><term>Mâle</term><term>Neuroimagerie fonctionnelle</term><term>Radiographie</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Primate visual systems process natural images in a hierarchical manner: at the early stage, neurons are tuned to local image features, while neurons in high-level areas are tuned to abstract object categories. Standard models of visual processing assume that the transition of tuning from image features to object categories emerges gradually along the visual hierarchy. Direct tests of such models remain difficult due to confounding alteration in low-level image properties when contrasting distinct object categories. When such contrast is performed in a classic functional localizer method, the desired activation in high-level visual areas is typically accompanied with activation in early visual areas. Here we used a novel image-modulation method called SWIFT (semantic wavelet-induced frequency-tagging), a variant of frequency-tagging techniques. Natural images modulated by SWIFT reveal object semantics periodically while keeping low-level properties constant. Using functional magnetic resonance imaging (fMRI), we indeed found that faces and scenes modulated with SWIFT periodically activated the prototypical category-selective areas while they elicited sustained and constant responses in early visual areas. SWIFT and the localizer were selective and specific to a similar extent in activating category-selective areas. Only SWIFT progressively activated the visual pathway from low- to high-level areas, consistent with predictions from standard hierarchical models. We confirmed these results with criterion-free methods, generalizing the validity of our approach and show that it is possible to dissociate neural activation in early and category-selective areas. Our results provide direct evidence for the hierarchical nature of the representation of visual objects along the visual stream and open up future applications of frequency-tagging methods in fMRI.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Dicarlo, Jj" uniqKey="Dicarlo J">JJ DiCarlo</name></author><author><name sortKey="Cox, Dd" uniqKey="Cox D">DD Cox</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Dicarlo, Jj" uniqKey="Dicarlo J">JJ DiCarlo</name></author><author><name sortKey="Zoccolan, D" uniqKey="Zoccolan D">D Zoccolan</name></author><author><name sortKey="Rust, Nc" uniqKey="Rust N">NC Rust</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Carandini, M" uniqKey="Carandini M">M Carandini</name></author><author><name sortKey="Demb, Jb" uniqKey="Demb J">JB Demb</name></author><author><name sortKey="Mante, V" uniqKey="Mante V">V Mante</name></author><author><name sortKey="Tolhurst, Dj" uniqKey="Tolhurst D">DJ Tolhurst</name></author><author><name sortKey="Dan, Y" uniqKey="Dan Y">Y Dan</name></author><author><name sortKey="Olshausen, B A" uniqKey="Olshausen B">B a Olshausen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hubel, Bydh" uniqKey="Hubel B">BYDH Hubel</name></author><author><name sortKey="Wiesel, Adtn" uniqKey="Wiesel A">ADTN Wiesel</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nowak, Lg" uniqKey="Nowak L">LG Nowak</name></author><author><name sortKey="Munk, Mh" uniqKey="Munk M">MH Munk</name></author><author><name sortKey="Girard, P" uniqKey="Girard P">P Girard</name></author><author><name sortKey="Bullier, J" uniqKey="Bullier J">J Bullier</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ringach, Dl" uniqKey="Ringach D">DL Ringach</name></author><author><name sortKey="Hawken, Mj" uniqKey="Hawken M">MJ Hawken</name></author><author><name sortKey="Shapley, R" uniqKey="Shapley R">R Shapley</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Perrett, Di" uniqKey="Perrett D">DI Perrett</name></author><author><name sortKey="Rolls, Et" uniqKey="Rolls E">ET Rolls</name></author><author><name sortKey="Caan, W" uniqKey="Caan W">W Caan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rust, Nc" uniqKey="Rust N">NC Rust</name></author><author><name sortKey="Dicarlo, Jj" uniqKey="Dicarlo J">JJ Dicarlo</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Tanaka, K" uniqKey="Tanaka K">K Tanaka</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Koenig Robert, R" uniqKey="Koenig Robert R">R Koenig-Robert</name></author><author><name sortKey="Vanrullen, R" uniqKey="Vanrullen R">R VanRullen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Saxe, R" uniqKey="Saxe R">R Saxe</name></author><author><name sortKey="Brett, M" uniqKey="Brett M">M Brett</name></author><author><name sortKey="Kanwisher, N" uniqKey="Kanwisher N">N Kanwisher</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Op De Beeck, Hp" uniqKey="Op De Beeck H">HP Op de Beeck</name></author><author><name sortKey="Haushofer, J" uniqKey="Haushofer J">J Haushofer</name></author><author><name sortKey="Kanwisher, Ng" uniqKey="Kanwisher N">NG Kanwisher</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Berman, Mg" uniqKey="Berman M">MG Berman</name></author><author><name sortKey="Park, J" uniqKey="Park J">J Park</name></author><author><name sortKey="Gonzalez, R" uniqKey="Gonzalez R">R Gonzalez</name></author><author><name sortKey="Polk, T A" uniqKey="Polk T">T a Polk</name></author><author><name sortKey="Gehrke, A" uniqKey="Gehrke A">A Gehrke</name></author><author><name sortKey="Knaffla, S" uniqKey="Knaffla S">S Knaffla</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Glover, Gh" uniqKey="Glover G">GH Glover</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gonzalez Castillo, J" uniqKey="Gonzalez Castillo J">J Gonzalez-Castillo</name></author><author><name sortKey="Saad, Zs" uniqKey="Saad Z">ZS Saad</name></author><author><name sortKey="Handwerker, D A" uniqKey="Handwerker D">D a Handwerker</name></author><author><name sortKey="Inati, Sj" uniqKey="Inati S">SJ Inati</name></author><author><name sortKey="Brenowitz, N" uniqKey="Brenowitz N">N Brenowitz</name></author><author><name sortKey="Bandettini, P A" uniqKey="Bandettini P">P a Bandettini</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Grill Spector, K" uniqKey="Grill Spector K">K Grill-Spector</name></author><author><name sortKey="Kushnir, T" uniqKey="Kushnir T">T Kushnir</name></author><author><name sortKey="Hendler, T" uniqKey="Hendler T">T Hendler</name></author><author><name sortKey="Edelman, S" uniqKey="Edelman S">S Edelman</name></author><author><name sortKey="Itzchak, Y" uniqKey="Itzchak Y">Y Itzchak</name></author><author><name sortKey="Malach, R" uniqKey="Malach R">R Malach</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kanwisher, N" uniqKey="Kanwisher N">N Kanwisher</name></author><author><name sortKey="Mcdermott, J" uniqKey="Mcdermott J">J McDermott</name></author><author><name sortKey="Chun, Mm" uniqKey="Chun M">MM Chun</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Malach, R" uniqKey="Malach R">R Malach</name></author><author><name sortKey="Reppas, Jb" uniqKey="Reppas J">JB Reppas</name></author><author><name sortKey="Benson, Rr" uniqKey="Benson R">RR Benson</name></author><author><name sortKey="Kwong, Kk" uniqKey="Kwong K">KK Kwong</name></author><author><name sortKey="Jiang, H" uniqKey="Jiang H">H Jiang</name></author><author><name sortKey="Kennedy, W A" uniqKey="Kennedy W">W a Kennedy</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Fang, F" uniqKey="Fang F">F Fang</name></author><author><name sortKey="He, S" uniqKey="He S">S He</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kleinhans, Nm" uniqKey="Kleinhans N">NM Kleinhans</name></author><author><name sortKey="Richards, T" uniqKey="Richards T">T Richards</name></author><author><name sortKey="Johnson, Lc" uniqKey="Johnson L">LC Johnson</name></author><author><name sortKey="Weaver, Ke" uniqKey="Weaver K">KE Weaver</name></author><author><name sortKey="Greenson, J" uniqKey="Greenson J">J Greenson</name></author><author><name sortKey="Dawson, G" uniqKey="Dawson G">G Dawson</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Jehna, M" uniqKey="Jehna M">M Jehna</name></author><author><name sortKey="Neuper, C" uniqKey="Neuper C">C Neuper</name></author><author><name sortKey="Ischebeck, A" uniqKey="Ischebeck A">A Ischebeck</name></author><author><name sortKey="Loitfelder, M" uniqKey="Loitfelder M">M Loitfelder</name></author><author><name sortKey="Ropele, S" uniqKey="Ropele S">S Ropele</name></author><author><name sortKey="Langkammer, C" uniqKey="Langkammer C">C Langkammer</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Marsman, Jbc" uniqKey="Marsman J">JBC Marsman</name></author><author><name sortKey="Renken, R" uniqKey="Renken R">R Renken</name></author><author><name sortKey="Haak, K V" uniqKey="Haak K">K V Haak</name></author><author><name sortKey="Cornelissen, Fw" uniqKey="Cornelissen F">FW Cornelissen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sereno, Mi" uniqKey="Sereno M">MI Sereno</name></author><author><name sortKey="Dale, Am" uniqKey="Dale A">AM Dale</name></author><author><name sortKey="Reppas, Jb" uniqKey="Reppas J">JB Reppas</name></author><author><name sortKey="Kwong, Kk" uniqKey="Kwong K">KK Kwong</name></author><author><name sortKey="Belliveau, Jw" uniqKey="Belliveau J">JW Belliveau</name></author><author><name sortKey="Brady, Tj" uniqKey="Brady T">TJ Brady</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Warnking, J" uniqKey="Warnking J">J Warnking</name></author><author><name sortKey="Dojat, M" uniqKey="Dojat M">M Dojat</name></author><author><name sortKey="Guerin Dugue, A" uniqKey="Guerin Dugue A">A Guérin-Dugué</name></author><author><name sortKey="Delon Martin, C" uniqKey="Delon Martin C">C Delon-Martin</name></author><author><name sortKey="Olympieff, S" uniqKey="Olympieff S">S Olympieff</name></author><author><name sortKey="Richard, N" uniqKey="Richard N">N Richard</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Srinivasan, R" uniqKey="Srinivasan R">R Srinivasan</name></author><author><name sortKey="Russell, Dp" uniqKey="Russell D">DP Russell</name></author><author><name sortKey="Edelman, Gm" uniqKey="Edelman G">GM Edelman</name></author><author><name sortKey="Tononi, G" uniqKey="Tononi G">G Tononi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sutoyo, D" uniqKey="Sutoyo D">D Sutoyo</name></author><author><name sortKey="Srinivasan, R" uniqKey="Srinivasan R">R Srinivasan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Boremanse, A" uniqKey="Boremanse A">A Boremanse</name></author><author><name sortKey="Norcia, Am" uniqKey="Norcia A">AM Norcia</name></author><author><name sortKey="Rossion, B" uniqKey="Rossion B">B Rossion</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rossion, B" uniqKey="Rossion B">B Rossion</name></author><author><name sortKey="Hanseeuw, B" uniqKey="Hanseeuw B">B Hanseeuw</name></author><author><name sortKey="Dricot, L" uniqKey="Dricot L">L Dricot</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Epstein, R" uniqKey="Epstein R">R Epstein</name></author><author><name sortKey="Harris, A" uniqKey="Harris A">a Harris</name></author><author><name sortKey="Stanley, D" uniqKey="Stanley D">D Stanley</name></author><author><name sortKey="Kanwisher, N" uniqKey="Kanwisher N">N Kanwisher</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Epstein, R" uniqKey="Epstein R">R Epstein</name></author><author><name sortKey="Kanwisher, N" uniqKey="Kanwisher N">N Kanwisher</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Epstein, R" uniqKey="Epstein R">R Epstein</name></author><author><name sortKey="Graham, Ks" uniqKey="Graham K">KS Graham</name></author><author><name sortKey="Downing, Pe" uniqKey="Downing P">PE Downing</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Dale, Am" uniqKey="Dale A">AM Dale</name></author><author><name sortKey="Fischl, B" uniqKey="Fischl B">B Fischl</name></author><author><name sortKey="Sereno, Mi" uniqKey="Sereno M">MI Sereno</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Fischl, B" uniqKey="Fischl B">B Fischl</name></author><author><name sortKey="Sereno, Mi" uniqKey="Sereno M">MI Sereno</name></author><author><name sortKey="Dale, Am" uniqKey="Dale A">AM Dale</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Desikan, Rs" uniqKey="Desikan R">RS Desikan</name></author><author><name sortKey="Segonne, F" uniqKey="Segonne F">F Ségonne</name></author><author><name sortKey="Fischl, B" uniqKey="Fischl B">B Fischl</name></author><author><name sortKey="Quinn, Bt" uniqKey="Quinn B">BT Quinn</name></author><author><name sortKey="Dickerson, Bc" uniqKey="Dickerson B">BC Dickerson</name></author><author><name sortKey="Blacker, D" uniqKey="Blacker D">D Blacker</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Fischl, B" uniqKey="Fischl B">B Fischl</name></author><author><name sortKey="Van Der Kouwe, A" uniqKey="Van Der Kouwe A">A van der Kouwe</name></author><author><name sortKey="Destrieux, C" uniqKey="Destrieux C">C Destrieux</name></author><author><name sortKey="Halgren, E" uniqKey="Halgren E">E Halgren</name></author><author><name sortKey="Segonne, F" uniqKey="Segonne F">F Ségonne</name></author><author><name sortKey="Salat, Dh" uniqKey="Salat D">DH Salat</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Swets, Dmg" uniqKey="Swets D">DMG Swets</name></author><author><name sortKey="Green, Dm" uniqKey="Green D">DM Green</name></author><author><name sortKey="Swets, Jm" uniqKey="Swets J">JM Swets</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gauthier, I" uniqKey="Gauthier I">I Gauthier</name></author><author><name sortKey="Tarr, Mj" uniqKey="Tarr M">MJ Tarr</name></author><author><name sortKey="Moylan, J" uniqKey="Moylan J">J Moylan</name></author><author><name sortKey="Skudlarski, P" uniqKey="Skudlarski P">P Skudlarski</name></author><author><name sortKey="Gore, Jc" uniqKey="Gore J">JC Gore</name></author><author><name sortKey="Anderson, Aw" uniqKey="Anderson A">AW Anderson</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Frackowiak, Rsj" uniqKey="Frackowiak R">RSJ Frackowiak</name></author><author><name sortKey="Frith, Cd" uniqKey="Frith C">CD Frith</name></author><author><name sortKey="Dolan, Rj" uniqKey="Dolan R">RJ Dolan</name></author><author><name sortKey="Price, Cj" uniqKey="Price C">CJ Price</name></author><author><name sortKey="Zeki, S" uniqKey="Zeki S">S Zeki</name></author><author><name sortKey="Ashburner, Jt" uniqKey="Ashburner J">JT Ashburner</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sadr, J" uniqKey="Sadr J">J Sadr</name></author><author><name sortKey="Sinha, P" uniqKey="Sinha P">P Sinha</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Eger, E" uniqKey="Eger E">E Eger</name></author><author><name sortKey="Henson, Rn" uniqKey="Henson R">RN Henson</name></author><author><name sortKey="Driver, J" uniqKey="Driver J">J Driver</name></author><author><name sortKey="Dolan, Rj" uniqKey="Dolan R">RJ Dolan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Esterman, M" uniqKey="Esterman M">M Esterman</name></author><author><name sortKey="Yantis, S" uniqKey="Yantis S">S Yantis</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bayram, A" uniqKey="Bayram A">a. Bayram</name></author><author><name sortKey="Bayraktaroglu, Z" uniqKey="Bayraktaroglu Z">Z Bayraktaroglu</name></author><author><name sortKey="Karahan, E" uniqKey="Karahan E">E Karahan</name></author><author><name sortKey="Erdogan, B" uniqKey="Erdogan B">B Erdogan</name></author><author><name sortKey="Bilgic, B" uniqKey="Bilgic B">B Bilgic</name></author><author><name sortKey="Ozker, M" uniqKey="Ozker M">M Ozker</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bianciardi, M" uniqKey="Bianciardi M">M Bianciardi</name></author><author><name sortKey="Bianchi, L" uniqKey="Bianchi L">L Bianchi</name></author><author><name sortKey="Garreffa, G" uniqKey="Garreffa G">G Garreffa</name></author><author><name sortKey="Abbafati, M" uniqKey="Abbafati M">M Abbafati</name></author><author><name sortKey="Di Russo, F" uniqKey="Di Russo F">F Di Russo</name></author><author><name sortKey="Marciani, Mg" uniqKey="Marciani M">MG Marciani</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hillyard, S" uniqKey="Hillyard S">S Hillyard</name></author><author><name sortKey="Hinrichs, H" uniqKey="Hinrichs H">H Hinrichs</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Im, C H" uniqKey="Im C">C-H Im</name></author><author><name sortKey="Liu, Z" uniqKey="Liu Z">Z Liu</name></author><author><name sortKey="Zhang, N" uniqKey="Zhang N">N Zhang</name></author><author><name sortKey="Chen, W" uniqKey="Chen W">W Chen</name></author><author><name sortKey="He, B" uniqKey="He B">B He</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Perlstein, Wm" uniqKey="Perlstein W">WM Perlstein</name></author><author><name sortKey="Cole, M A" uniqKey="Cole M">M a. Cole</name></author><author><name sortKey="Larson, M" uniqKey="Larson M">M Larson</name></author><author><name sortKey="Kelly, K" uniqKey="Kelly K">K Kelly</name></author><author><name sortKey="Seignourel, P" uniqKey="Seignourel P">P Seignourel</name></author><author><name sortKey="Keil, A" uniqKey="Keil A">A Keil</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sammer, G" uniqKey="Sammer G">G Sammer</name></author><author><name sortKey="Blecker, C" uniqKey="Blecker C">C Blecker</name></author><author><name sortKey="Gebhardt, H" uniqKey="Gebhardt H">H Gebhardt</name></author><author><name sortKey="Kirsch, P" uniqKey="Kirsch P">P Kirsch</name></author><author><name sortKey="Stark, R" uniqKey="Stark R">R Stark</name></author><author><name sortKey="Vaitl, D" uniqKey="Vaitl D">D Vaitl</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Janz, C" uniqKey="Janz C">C Janz</name></author><author><name sortKey="Heinrich, Sp" uniqKey="Heinrich S">SP Heinrich</name></author><author><name sortKey="Kornmayer, J" uniqKey="Kornmayer J">J Kornmayer</name></author><author><name sortKey="Bach, M" uniqKey="Bach M">M Bach</name></author><author><name sortKey="Hennig, J" uniqKey="Hennig J">J Hennig</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Regan, Mp" uniqKey="Regan M">MP Regan</name></author><author><name sortKey="Regan, D" uniqKey="Regan D">D Regan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Aissani, C" uniqKey="Aissani C">C Aissani</name></author><author><name sortKey="Cottereau, B" uniqKey="Cottereau B">B Cottereau</name></author><author><name sortKey="Dumas, G" uniqKey="Dumas G">G Dumas</name></author><author><name sortKey="Paradis, A L" uniqKey="Paradis A">A-L Paradis</name></author><author><name sortKey="Lorenceau, J" uniqKey="Lorenceau J">J Lorenceau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Tsai, Jj" uniqKey="Tsai J">JJ Tsai</name></author><author><name sortKey="Wade, Ar" uniqKey="Wade A">AR Wade</name></author><author><name sortKey="Norcia, Am" uniqKey="Norcia A">AM Norcia</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rajimehr, R" uniqKey="Rajimehr R">R Rajimehr</name></author><author><name sortKey="Devaney, Kj" uniqKey="Devaney K">KJ Devaney</name></author><author><name sortKey="Bilenko, Ny" uniqKey="Bilenko N">NY Bilenko</name></author><author><name sortKey="Young, Jc" uniqKey="Young J">JC Young</name></author><author><name sortKey="Tootell, Rbh" uniqKey="Tootell R">RBH Tootell</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Cant, Js" uniqKey="Cant J">JS Cant</name></author><author><name sortKey="Goodale, M A" uniqKey="Goodale M">M a Goodale</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gruter, T" uniqKey="Gruter T">T Grüter</name></author><author><name sortKey="Gruter, M" uniqKey="Gruter M">M Grüter</name></author><author><name sortKey="Carbon, C C" uniqKey="Carbon C">C-C Carbon</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Parvizi, J" uniqKey="Parvizi J">J Parvizi</name></author><author><name sortKey="Jacques, C" uniqKey="Jacques C">C Jacques</name></author><author><name sortKey="Foster, Bl" uniqKey="Foster B">BL Foster</name></author><author><name sortKey="Witthoft, N" uniqKey="Witthoft N">N Witthoft</name></author><author><name sortKey="Withoft, N" uniqKey="Withoft N">N Withoft</name></author><author><name sortKey="Rangarajan, V" uniqKey="Rangarajan V">V Rangarajan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Andrews, Tj" uniqKey="Andrews T">TJ Andrews</name></author><author><name sortKey="Clarke, A" uniqKey="Clarke A">A Clarke</name></author><author><name sortKey="Pell, P" uniqKey="Pell P">P Pell</name></author><author><name sortKey="Hartley, T" uniqKey="Hartley T">T Hartley</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rice, Ge" uniqKey="Rice G">GE Rice</name></author><author><name sortKey="Watson, Dm" uniqKey="Watson D">DM Watson</name></author><author><name sortKey="Hartley, T" uniqKey="Hartley T">T Hartley</name></author><author><name sortKey="Andrews, Tj" uniqKey="Andrews T">TJ Andrews</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yue, X" uniqKey="Yue X">X Yue</name></author><author><name sortKey="Cassidy, Bs" uniqKey="Cassidy B">BS Cassidy</name></author><author><name sortKey="Devaney, Kj" uniqKey="Devaney K">KJ Devaney</name></author><author><name sortKey="Holt, Dj" uniqKey="Holt D">DJ Holt</name></author><author><name sortKey="Tootell, Rbh" uniqKey="Tootell R">RBH Tootell</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ohayon, S" uniqKey="Ohayon S">S Ohayon</name></author><author><name sortKey="Freiwald, Wa" uniqKey="Freiwald W">WA Freiwald</name></author><author><name sortKey="Tsao, Dy" uniqKey="Tsao D">DY Tsao</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Freiwald, Wa" uniqKey="Freiwald W">WA Freiwald</name></author><author><name sortKey="Tsao, Dy" uniqKey="Tsao D">DY Tsao</name></author><author><name sortKey="Livingstone, Ms" uniqKey="Livingstone M">MS Livingstone</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pitcher, D" uniqKey="Pitcher D">D Pitcher</name></author><author><name sortKey="Charles, L" uniqKey="Charles L">L Charles</name></author><author><name sortKey="Devlin, Jt" uniqKey="Devlin J">JT Devlin</name></author><author><name sortKey="Walsh, V" uniqKey="Walsh V">V Walsh</name></author><author><name sortKey="Duchaine, B" uniqKey="Duchaine B">B Duchaine</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Dilks, Dd" uniqKey="Dilks D">DD Dilks</name></author><author><name sortKey="Julian, Jb" uniqKey="Julian J">JB Julian</name></author><author><name sortKey="Paunov, Am" uniqKey="Paunov A">AM Paunov</name></author><author><name sortKey="Kanwisher, N" uniqKey="Kanwisher N">N Kanwisher</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Biederman, I" uniqKey="Biederman I">I Biederman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pollen, D A" uniqKey="Pollen D">D a Pollen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yamins, Dlk" uniqKey="Yamins D">DLK Yamins</name></author><author><name sortKey="Hong, H" uniqKey="Hong H">H Hong</name></author><author><name sortKey="Cadieu, Cf" uniqKey="Cadieu C">CF Cadieu</name></author><author><name sortKey="Solomon, E A" uniqKey="Solomon E">E a Solomon</name></author><author><name sortKey="Seibert, D" uniqKey="Seibert D">D Seibert</name></author><author><name sortKey="Dicarlo, Jj" uniqKey="Dicarlo J">JJ Dicarlo</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ito, M" uniqKey="Ito M">M Ito</name></author><author><name sortKey="Tamura, H" uniqKey="Tamura H">H Tamura</name></author><author><name sortKey="Fujita, I" uniqKey="Fujita I">I Fujita</name></author><author><name sortKey="Tanaka, K" uniqKey="Tanaka K">K Tanaka</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kobatake, E" uniqKey="Kobatake E">E Kobatake</name></author><author><name sortKey="Tanaka, K" uniqKey="Tanaka K">K Tanaka</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Logothetis, Nk" uniqKey="Logothetis N">NK Logothetis</name></author><author><name sortKey="Pauls, J" uniqKey="Pauls J">J Pauls</name></author><author><name sortKey="Augath, M" uniqKey="Augath M">M Augath</name></author><author><name sortKey="Trinath, T" uniqKey="Trinath T">T Trinath</name></author><author><name sortKey="Oeltermann, A" uniqKey="Oeltermann A">A Oeltermann</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Freeman, J" uniqKey="Freeman J">J Freeman</name></author><author><name sortKey="Ziemba, Cm" uniqKey="Ziemba C">CM Ziemba</name></author><author><name sortKey="Heeger, Dj" uniqKey="Heeger D">DJ Heeger</name></author><author><name sortKey="Simoncelli, Ep" uniqKey="Simoncelli E">EP Simoncelli</name></author><author><name sortKey="Movshon, Ja" uniqKey="Movshon J">JA Movshon</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Stettler, Dd" uniqKey="Stettler D">DD Stettler</name></author><author><name sortKey="Das, A" uniqKey="Das A">A Das</name></author><author><name sortKey="Bennett, J" uniqKey="Bennett J">J Bennett</name></author><author><name sortKey="Gilbert, Cd" uniqKey="Gilbert C">CD Gilbert</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Brefczynski, J A" uniqKey="Brefczynski J">J a Brefczynski</name></author><author><name sortKey="Deyoe, E A" uniqKey="Deyoe E">E a DeYoe</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gandhi, Sp" uniqKey="Gandhi S">SP Gandhi</name></author><author><name sortKey="Heeger, Dj" uniqKey="Heeger D">DJ Heeger</name></author><author><name sortKey="Boynton, Gm" uniqKey="Boynton G">GM Boynton</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Saalmann, Yb" uniqKey="Saalmann Y">YB Saalmann</name></author><author><name sortKey="Pigarev, In" uniqKey="Pigarev I">IN Pigarev</name></author><author><name sortKey="Vidyasagar, Tr" uniqKey="Vidyasagar T">TR Vidyasagar</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ahissar, M" uniqKey="Ahissar M">M Ahissar</name></author><author><name sortKey="Hochstein, S" uniqKey="Hochstein S">S Hochstein</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bar, M" uniqKey="Bar M">M Bar</name></author><author><name sortKey="Kassam, Ks" uniqKey="Kassam K">KS Kassam</name></author><author><name sortKey="Ghuman, As" uniqKey="Ghuman A">AS Ghuman</name></author><author><name sortKey="Boshyan, J" uniqKey="Boshyan J">J Boshyan</name></author><author><name sortKey="Schmid, Am" uniqKey="Schmid A">AM Schmid</name></author><author><name sortKey="Schmidt, Am" uniqKey="Schmidt A">AM Schmidt</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bar, M" uniqKey="Bar M">M Bar</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Fenske, Mj" uniqKey="Fenske M">MJ Fenske</name></author><author><name sortKey="Aminoff, E" uniqKey="Aminoff E">E Aminoff</name></author><author><name sortKey="Gronau, N" uniqKey="Gronau N">N Gronau</name></author><author><name sortKey="Bar, M" uniqKey="Bar M">M Bar</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Seth, Ak" uniqKey="Seth A">AK Seth</name></author><author><name sortKey="Chorley, P" uniqKey="Chorley P">P Chorley</name></author><author><name sortKey="Barnett, Lc" uniqKey="Barnett L">LC Barnett</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Stephan, Ke" uniqKey="Stephan K">KE Stephan</name></author><author><name sortKey="Friston, Kj" uniqKey="Friston K">KJ Friston</name></author></analytic></biblStruct></listBibl></div1></back></TEI></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Asie/explor/AustralieFrV1/Data/Main/Curation
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 002844 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Curation/biblio.hfd -nk 002844 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Asie
|area= AustralieFrV1
|flux= Main
|étape= Curation
|type= RBID
|clé= PMC:4686956
|texte= Semantic Wavelet-Induced Frequency-Tagging (SWIFT) Periodically Activates Category Selective Areas While Steadily Activating Early Visual Areas
}}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Curation/RBID.i -Sk "pubmed:26691722" \
| HfdSelect -Kh $EXPLOR_AREA/Data/Main/Curation/biblio.hfd \
| NlmPubMed2Wicri -a AustralieFrV1
| This area was generated with Dilib version V0.6.33. |  |