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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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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; Other URL &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;short-pub-prop-list&quot;&gt; &lt;span class=&quot;deleted-record&quot;&gt;Centrally managed&lt;/span&gt; &lt;span class=&quot;short-pub-mtid&quot;&gt; Publication:1611469 &lt;/span&gt; &lt;span class=&quot;status-holder&quot;&gt;&lt;span class=&quot;status-data status-ADMIN_APPROVED&quot;&gt; Admin approved &lt;/span&gt;&lt;/span&gt; &lt;span class=&quot;pub-core&quot;&gt;Core Citing &lt;/span&gt; &lt;span class=&quot;pub-type&quot;&gt;Journal Article (Article ) &lt;/span&gt; &lt;!-- &amp;&amp; !record.category.scientific --&gt; &lt;span class=&quot;pub-category&quot;&gt;Scientific&lt;/span&gt; &lt;div class=&quot;publication-citation&quot; style=&quot;margin-left: 0.5cm;&quot;&gt; &lt;span title=&quot;&quot; class=&quot;citingPub-count&quot;&gt;Citing papers: 105&lt;/span&gt; | Independent citation: 102 | Self citation: 3 | Unknown citation: 0 | Number of citations in WoS: 90 | Number of citations in Scopus:&amp;nbsp;100 | WoS/Scopus assigned:&amp;nbsp;103 | Number of citations with DOI:&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;IEMHAS&lt;/span&gt;/&lt;span title=&quot;Department of Cellular and Network Neurobiology&quot;&gt;DCNN&lt;/span&gt;/Laboratory of Cerebral Cortex Research&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;IEMHAS&lt;/span&gt;/&lt;span title=&quot;Department of Cellular and Network Neurobiology&quot;&gt;DCNN&lt;/span&gt;/Laboratory of Cerebral Cortex Research&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 Research Centre for Natural Sciences&quot;&gt;HUN-REN RCNS&lt;/span&gt;/Institute of Cognitive Neuroscience and Psychology; 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 Research Centre for Natural Sciences&quot;&gt;HUN-REN RCNS&lt;/span&gt;/Institute of Cognitive Neuroscience and Psychology; 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;IEMHAS&lt;/span&gt;/&lt;span title=&quot;Department of Cellular and Network Neurobiology&quot;&gt;DCNN&lt;/span&gt;/Laboratory of Cerebral Cortex Research&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;IEMHAS&lt;/span&gt;/&lt;span title=&quot;Department of Cellular and Network Neurobiology&quot;&gt;DCNN&lt;/span&gt;/Laboratory of Cerebral Cortex Research&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 Research Centre for Natural Sciences&quot;&gt;HUN-REN RCNS&lt;/span&gt;/Institute of Cognitive Neuroscience and Psychology; Országos Idegtudományi Intézet; &lt;span title=&quot;Pázmány Péter Catholic University&quot;&gt;PPCU&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;Language: English | &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; Other 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;Journal subject: Scopus - Neuroscience (miscellaneous)&amp;nbsp;&amp;nbsp;&amp;nbsp;Rank:&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;&quot; class=&quot;citingPub-count&quot;&gt;Citing papers: 105&lt;/span&gt; | Independent citation: 102 | Self citation: 3 | Unknown citation: 0 | Number of citations in WoS: 90 | Number of citations in Scopus:&amp;nbsp;100 | WoS/Scopus assigned:&amp;nbsp;103 | Number of citations with DOI:&amp;nbsp;99 &lt;/div&gt;   &lt;div class=&quot;publication-citation&quot;&gt; &lt;a target=&quot;_blank&quot; href=&quot;/api/publication?cond=citations.related;eq;1611469&amp;sort=publishedYear,desc&amp;sort=title&quot;&gt; Number of cited publications: 11 &lt;/a&gt; &lt;/div&gt; &lt;div class=&quot;mtid&quot;&gt;&lt;span class=&quot;long-pub-mtid&quot;&gt;Publication: 1611469&lt;/span&gt; | &lt;span class=&quot;status-data status-ADMIN_APPROVED&quot;&gt; Admin approved &lt;/span&gt; &lt;span class=&quot;oldId&quot;&gt;Old id: 1611469&lt;/span&gt; | Core Citing | &lt;span class=&quot;type-subtype&quot;&gt;Journal Article ( Article ) &lt;/span&gt; | &lt;span class=&quot;pub-category&quot;&gt;Scientific&lt;/span&gt; | &lt;span class=&quot;publication-sourceOfData&quot;&gt;MEDLINE&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;lastModified&quot;&gt;Last Modified: 2024.09.12. 11:27 Annamária Boros (MTMT Központi admin) &lt;/div&gt; &lt;div class=&quot;lockedBy&quot;&gt;Centrally managed 2024.09.13. 13:56 Annamária Boros (MTMT Központi admin) &lt;/div&gt; 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