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      <abstractText>Cortical electrical activity during nonrapid eye movement (non-
REM) sleep is dominated by slow-wave activity (SWA). At larger 
spatial scales ( approximately 2-30 cm), investigated by scalp 
EEG recordings, SWA has been shown to propagate globally over 
wide cortical regions as traveling waves, which has been 
proposed to serve as a temporal framework for neural plasticity. 
However, whether SWA dynamics at finer spatial scales also 
reflects the orderly propagation has not previously been 
investigated in humans. To reveal the local, finer spatial scale 
( approximately 1-6 cm) patterns of SWA propagation during non-
REM sleep, electrocorticographic (ECoG) recordings were 
conducted from subdurally implanted electrode grids and a 
nonlinear correlation technique [mutual information (MI)] was 
implemented. MI analysis revealed spatial maps of correlations 
between cortical areas demonstrating SWA propagation directions, 
speed, and association strength. Highest correlations, 
indicating significant coupling, were detected during the 
initial positive-going deflection of slow waves. SWA propagated 
predominantly between adjacent cortical areas, albeit spatial 
noncontinuities were also frequently observed. MI analysis 
further uncovered significant convergence and divergence 
patterns. Areas receiving the most convergent activity were 
similar to those with high divergence rate, while reciprocal and 
circular propagation of SWA was also frequent. We hypothesize 
that SWA is characterized by distinct attributes depending on 
the spatial scale observed. At larger spatial scales, the 
orderly SWA propagation dominates; at the finer scale of the 
ECoG recordings, non-REM sleep is characterized by complex SWA 
propagation patterns.</abstractText>
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&lt;span class=&quot;journal-volume&quot;&gt;31&lt;/span&gt; : &lt;span class=&quot;journal-issue&quot;&gt;24&lt;/span&gt; &lt;span class=&quot;page&quot;&gt; pp. 8770-8779. , 10 p. &lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2011)&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-end&quot;&gt;&lt;div class=&quot;identifier-list&quot;&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;10.1523/JNEUROSCI.1498-11.2011&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.1523/JNEUROSCI.1498-11.2011&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;000291642800010&quot; target=&quot;_blank&quot; href=&quot;https://www.webofscience.com/wos/woscc/full-record/000291642800010&quot;&gt; WoS &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; 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&lt;span class=&quot;short-pub-mtid&quot;&gt; Közlemény:1611469 &lt;/span&gt; &lt;span class=&quot;status-holder&quot;&gt;&lt;span class=&quot;status-data status-ADMIN_APPROVED&quot;&gt; Admin láttamozott &lt;/span&gt;&lt;/span&gt; &lt;span class=&quot;pub-core&quot;&gt;Forrás Idéző &lt;/span&gt; &lt;span class=&quot;pub-type&quot;&gt;Folyóiratcikk (Szakcikk ) &lt;/span&gt; &lt;!-- &amp;&amp; !record.category.scientific --&gt; &lt;span class=&quot;pub-category&quot;&gt;Tudományos&lt;/span&gt; &lt;div class=&quot;publication-citation&quot; style=&quot;margin-left: 0.5cm;&quot;&gt; &lt;span title=&quot;Nyilvános idézőközlemények összesen, említések nélkül&quot; class=&quot;citingPub-count&quot;&gt;Nyilvános idéző összesen: 105&lt;/span&gt; | Független: 102 | Függő: 3 | Nem jelölt: 0 | WoS jelölt: 90 | Scopus jelölt:&amp;nbsp;100 | WoS/Scopus jelölt:&amp;nbsp;103 | DOI jelölt:&amp;nbsp;99 &lt;/div&gt; &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;</template><template2>&lt;div class=&quot;JournalArticle Publication long-list&quot;&gt; &lt;div class=&quot;authors&quot;&gt; &lt;img title=&quot;Forrásközlemény&quot; style=&quot;float: left&quot; src=&quot;/frontend/resources/grid/publication-core-icon.png&quot;&gt; &lt;img title=&quot;Idézőközlemény&quot; style=&quot;float: left&quot; src=&quot;/frontend/resources/grid/publication-citation-icon.png&quot;&gt; &lt;div class=&quot;autype autype0&quot;&gt; &lt;span class=&quot;author-name&quot; mtid=&quot;220&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=220&quot; target=&quot;_blank&quot;&gt;Hangya B ✉ (&lt;span class=&quot;authorship-author-name&quot;&gt;Hangya Balázs&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Neurobiológia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;MTA Kísérleti Orvostudományi Kutatóintézet&quot;&gt;MTAKOKI&lt;/span&gt;/&lt;span title=&quot;Celluláris és Hálózat-neurobiológiai Osztály&quot;&gt;CHO&lt;/span&gt;/Agykéreg Kutatócsoport&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10022642&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10022642&quot; target=&quot;_blank&quot;&gt;Tihanyi BT (&lt;span class=&quot;authorship-author-name&quot;&gt;Tihanyi Benedek&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Egészségpszichológia, sportpszichológia, pszich...&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;MTA Kísérleti Orvostudományi Kutatóintézet&quot;&gt;MTAKOKI&lt;/span&gt;/&lt;span title=&quot;Celluláris és Hálózat-neurobiológiai Osztály&quot;&gt;CHO&lt;/span&gt;/Agykéreg Kutatócsoport&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10026506&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10026506&quot; target=&quot;_blank&quot;&gt;Entz L (&lt;span class=&quot;authorship-author-name&quot;&gt;Entz László&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Idegsebészet&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;HUN-REN Természettudományi Kutatóközpont&quot;&gt;HRN TTK&lt;/span&gt;/Kognitív Idegtudományi és Pszichológiai Intézet; Országos Idegtudományi Intézet&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;161&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=161&quot; target=&quot;_blank&quot;&gt;Fabo D (&lt;span class=&quot;authorship-author-name&quot;&gt;Fabó Dániel&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Neurobiológia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;Országos Idegtudományi Intézet&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10026870&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10026870&quot; target=&quot;_blank&quot;&gt;Eross L (&lt;span class=&quot;authorship-author-name&quot;&gt;Erőss Loránd&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Idegsebészet, ideggyógyászat&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;Országos Idegtudományi Intézet&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10001192&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10001192&quot; target=&quot;_blank&quot;&gt;Wittner L (&lt;span class=&quot;authorship-author-name&quot;&gt;Wittner Lucia&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Idegtudomány&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;HUN-REN Természettudományi Kutatóközpont&quot;&gt;HRN TTK&lt;/span&gt;/Kognitív Idegtudományi és Pszichológiai Intézet; Országos Idegsebészeti Tudományos Intézet&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Jakus R &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10012359&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10012359&quot; target=&quot;_blank&quot;&gt;Varga V (&lt;span class=&quot;authorship-author-name&quot;&gt;Varga Viktor&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Neurobiológia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;MTA Kísérleti Orvostudományi Kutatóintézet&quot;&gt;MTAKOKI&lt;/span&gt;/&lt;span title=&quot;Celluláris és Hálózat-neurobiológiai Osztály&quot;&gt;CHO&lt;/span&gt;/Agykéreg Kutatócsoport&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10000275&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10000275&quot; target=&quot;_blank&quot;&gt;Freund TF (&lt;span class=&quot;authorship-author-name&quot;&gt;Freund Tamás&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Neurobiológia, idegtudomány&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;MTA Kísérleti Orvostudományi Kutatóintézet&quot;&gt;MTAKOKI&lt;/span&gt;/&lt;span title=&quot;Celluláris és Hálózat-neurobiológiai Osztály&quot;&gt;CHO&lt;/span&gt;/Agykéreg Kutatócsoport&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10001193&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10001193&quot; target=&quot;_blank&quot;&gt;Ulbert I (&lt;span class=&quot;authorship-author-name&quot;&gt;Ulbert István&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Idegtudományok&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;HUN-REN Természettudományi Kutatóközpont&quot;&gt;HRN TTK&lt;/span&gt;/Kognitív Idegtudományi és Pszichológiai Intézet; Országos Idegtudományi Intézet; &lt;span title=&quot;Pázmány Péter Katolikus Egyetem&quot;&gt;PPKE&lt;/span&gt;/Információs Technológiai és Bionikai Kar&lt;/span&gt; &lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;title&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;1611469&quot; target=&quot;_blank&quot;&gt;Complex Propagation Patterns Characterize Human Cortical Activity during Slow-Wave Sleep&lt;/a&gt;&lt;/div&gt; &lt;div&gt; &lt;span class=&quot;journal-title&quot;&gt;JOURNAL OF NEUROSCIENCE&lt;/span&gt; &lt;span class=&quot;journal-issn&quot;&gt;(&lt;a target=&quot;_blank&quot; href=&quot;https://portal.issn.org/resource/ISSN/0270-6474&quot;&gt;0270-6474&lt;/a&gt; &lt;a target=&quot;_blank&quot; href=&quot;https://portal.issn.org/resource/ISSN/1529-2401&quot;&gt;1529-2401&lt;/a&gt;)&lt;/span&gt;: &lt;span class=&quot;journal-volume&quot;&gt;31&lt;/span&gt; &lt;span class=&quot;journal-issue&quot;&gt;24&lt;/span&gt; &lt;span class=&quot;page&quot;&gt; pp 8770-8779 &lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2011)&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-footer&quot;&gt;  &lt;span class=&quot;language&quot; xmlns=&quot;http://www.w3.org/1999/html&quot;&gt;Nyelv: Angol | &lt;/span&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;10.1523/JNEUROSCI.1498-11.2011&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.1523/JNEUROSCI.1498-11.2011&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;000291642800010&quot; target=&quot;_blank&quot; href=&quot;https://www.webofscience.com/wos/woscc/full-record/000291642800010&quot;&gt; WoS &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;79959319445&quot; target=&quot;_blank&quot; href=&quot;http://www.scopus.com/record/display.url?origin=inward&amp;eid=2-s2.0-79959319445&quot;&gt; Scopus &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;21677161&quot; target=&quot;_blank&quot; href=&quot;http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;list_uids=21677161&amp;dopt=Abstract&quot;&gt; PubMed &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;http://www.jneurosci.org/content/31/24/8770.long&quot; target=&quot;_blank&quot; href=&quot;http://www.jneurosci.org/content/31/24/8770.long&quot;&gt; Egyéb URL &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;OnlyViewableByAuthor&gt;&lt;div class=&quot;ratings&quot;&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Neuroscience (miscellaneous)&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;/div&gt;&lt;/OnlyViewableByAuthor&gt; &lt;div class=&quot;publication-citation&quot; style=&quot;margin-left: 0.5cm;&quot;&gt; &lt;span title=&quot;Nyilvános idézőközlemények összesen, említések nélkül&quot; class=&quot;citingPub-count&quot;&gt;Nyilvános idéző összesen: 105&lt;/span&gt; | Független: 102 | Függő: 3 | Nem jelölt: 0 | WoS jelölt: 90 | Scopus jelölt:&amp;nbsp;100 | WoS/Scopus jelölt:&amp;nbsp;103 | DOI jelölt:&amp;nbsp;99 &lt;/div&gt; 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