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Here, we present SUMMER (Single Unit activity during a Movie in the human Medial temporal lobe via Electrophysiological Recordings), a dataset containing recordings from 2,286 neurons from the human amygdala, hippocampus, entorhinal cortex, parahippocampal cortex, and neighboring structures during the complete presentation of the commercial film\n                    <jats:italic>500 Days of Summer<\/jats:italic>\n                    to 29 intracranially implanted patients. We provide a rich set of frame-wise annotations spanning the entirety of the movie\u2019s 83-minute runtime, which systematically label the most salient narrative and visual elements, from characters and locations to camera cuts and main character speech. This Neurodata Without Borders-formatted dataset contains the spike times and corresponding mean waveforms from all recorded neurons, along with demographic information and electrode localizations. For technical validation, we provide spike-sorting metrics and demonstrate the tuning of individual neurons to movie features. We additionally provide decoding results from a machine learning-based pipeline for predicting movie features from neuronal population activity. To facilitate immediate use, we offer the dataset in a machine learning-ready format alongside a codebase demonstrating both neural feature and movie feature prediction tasks. This dataset offers a valuable foundation for exploring how the human brain processes semantic content, particularly in real-world contexts involving dynamic and naturalistic stimuli.\n                  <\/jats:p>","DOI":"10.1038\/s41597-026-07955-0","type":"journal-article","created":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T08:47:26Z","timestamp":1785401246000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Human neuron activity during an 83-minute movie from 2,286 neurons and 29 patients"],"prefix":"10.1038","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9048-9732","authenticated-orcid":false,"given":"Alana","family":"Darcher","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9668-719X","authenticated-orcid":false,"given":"Franziska","family":"Gerken","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3323-2986","authenticated-orcid":false,"given":"Johannes","family":"Niediek","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6812-8604","authenticated-orcid":false,"given":"Marcel S.","family":"Kehl","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3969-9782","authenticated-orcid":false,"given":"Thomas P.","family":"Reber","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2873-2943","authenticated-orcid":false,"given":"Stefanie","family":"Liebe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-8659-5956","authenticated-orcid":false,"given":"Laura","family":"Nett","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5952-8294","authenticated-orcid":false,"given":"Attila","family":"Racz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0665-7703","authenticated-orcid":false,"given":"Lukas","family":"Kunz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bernhard","family":"Staresina","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1698-4767","authenticated-orcid":false,"given":"Rachel","family":"Rapp","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6987-4836","authenticated-orcid":false,"given":"Pedro J.","family":"Gon\u00e7alves","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7047-5808","authenticated-orcid":false,"given":"Ismail","family":"Elezi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Valeri","family":"Borger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rainer","family":"Surges","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8709-1133","authenticated-orcid":false,"given":"Laura","family":"Leal-Taix\u00e9","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5154-8912","authenticated-orcid":false,"given":"Jakob H.","family":"Macke","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1305-8028","authenticated-orcid":false,"given":"Florian","family":"Mormann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,30]]},"reference":[{"issue":"7045","key":"7955_CR1","doi-asserted-by":"publisher","first-page":"1102","DOI":"10.1038\/nature03687","volume":"435","author":"RQ Quiroga","year":"2005","unstructured":"Quiroga, R. 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