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<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:burst="http://xmlns.com/burst/0.1/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns="http://purl.org/rss/1.0/" xmlns:admin="http://webns.net/mvcb/" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:cc="http://web.resource.org/cc/"><channel rdf:about="https://puma.ub.uni-stuttgart.de/group/simtech/machine"><title>PUMA publications for /group/simtech/machine</title><link>https://puma.ub.uni-stuttgart.de/group/simtech/machine</link><description>PUMA RSS feed for /group/simtech/machine</description><dc:date>2026-04-23T07:32:30+02:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2cf1995c9717639d402e4d18cedbbf5a0/knikolaou"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2152183f0edd23d3a6b697219f2c6ca41/inspo5"/></rdf:Seq></items></channel><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/2cf1995c9717639d402e4d18cedbbf5a0/knikolaou"><title>Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens</title><link>https://puma.ub.uni-stuttgart.de/bibtex/2cf1995c9717639d402e4d18cedbbf5a0/knikolaou</link><dc:creator>knikolaou</dc:creator><dc:date>2025-07-14T08:57:45+02:00</dc:date><dc:subject>myown icp, learning, network, neural machine </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Konstantin Nikolaou&#034; itemprop=&#034;url&#034; href=&#034;https://puma.ub.uni-stuttgart.de/person/159c297d4ca5bae708a65866c3d88df79/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;K. Nikolaou&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Sven Krippendorf&#034; itemprop=&#034;url&#034; href=&#034;https://puma.ub.uni-stuttgart.de/person/159c297d4ca5bae708a65866c3d88df79/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Krippendorf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Samuel Tovey&#034; itemprop=&#034;url&#034; href=&#034;https://puma.ub.uni-stuttgart.de/person/159c297d4ca5bae708a65866c3d88df79/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Tovey&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Christian Holm&#034; itemprop=&#034;url&#034; href=&#034;https://puma.ub.uni-stuttgart.de/person/159c297d4ca5bae708a65866c3d88df79/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;C. Holm&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;(&lt;em&gt;&lt;span&gt;2025&lt;meta content=&#034;2025&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;a href=&#034;https://puma.ub.uni-stuttgart.de/bibtex/2cf1995c9717639d402e4d18cedbbf5a0/knikolaou&#034;&gt;&lt;i&gt;Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens.&lt;/i&gt;&lt;/a&gt;
	     [&lt;a href=&#034;https://puma.ub.uni-stuttgart.de/&#034;&gt;PUMA&lt;/a&gt;:
             &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/knikolaou/myown&#034;&gt;myown&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/knikolaou/icp,&#034;&gt;icp,&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/knikolaou/learning,&#034;&gt;learning,&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/knikolaou/network,&#034;&gt;network,&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/knikolaou/neural&#034;&gt;neural&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/knikolaou/machine&#034;&gt;machine&lt;/a&gt;]
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	     [&lt;a href=&#034;https://puma.ub.uni-stuttgart.de/&#034;&gt;PUMA&lt;/a&gt;:
             &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/imaging&#034;&gt;imaging&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/deep&#034;&gt;deep&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/sports&#034;&gt;sports&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/learning&#034;&gt;learning&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/medicine&#034;&gt;medicine&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/body&#034;&gt;body&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/resonance&#034;&gt;resonance&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/system&#034;&gt;system&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/composition&#034;&gt;composition&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/machine&#034;&gt;machine&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/musculoskeletal&#034;&gt;musculoskeletal&lt;/a&gt; &lt;a href=&#034;https://puma.ub.uni-stuttgart.de/user/inspo5/magnetic&#034;&gt;magnetic&lt;/a&gt;]
	 &lt;a href=&#034;http://dx.doi.org/10.14814/phy2.70187&#034;&gt;URL&lt;/a&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/imaging"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/deep"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/sports"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/learning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/medicine"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/body"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/resonance"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/system"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/composition"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machine"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/musculoskeletal"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/magnetic"/></rdf:Bag></taxo:topics></item></rdf:RDF>