{"id":"https://openalex.org/W4405646376","doi":"https://doi.org/10.1038/s43588-024-00746-w","title":"A spatiotemporal style transfer algorithm for dynamic visual stimulus generation","display_name":"A spatiotemporal style transfer algorithm for dynamic visual stimulus generation","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4405646376","doi":"https://doi.org/10.1038/s43588-024-00746-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/39706876"},"language":"en","primary_location":{"id":"doi:10.1038/s43588-024-00746-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s43588-024-00746-w","pdf_url":"https://www.nature.com/articles/s43588-024-00746-w.pdf","source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.nature.com/articles/s43588-024-00746-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010878192","display_name":"Antonino Greco","orcid":"https://orcid.org/0000-0002-9502-4667"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]},{"id":"https://openalex.org/I4210141865","display_name":"Hertie Institute for Clinical Brain Research","ror":"https://ror.org/04zzwzx41","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Antonino Greco","raw_affiliation_strings":["Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. antonino.greco@uni-tuebingen.de","Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany. antonino.greco@uni-tuebingen.de","MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany. antonino.greco@uni-tuebingen.de","MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany","Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany","Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9502-4667","affiliations":[{"raw_affiliation_string":"Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. antonino.greco@uni-tuebingen.de","institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I8087733"]},{"raw_affiliation_string":"Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany. antonino.greco@uni-tuebingen.de","institution_ids":["https://openalex.org/I4210141865"]},{"raw_affiliation_string":"MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany. antonino.greco@uni-tuebingen.de","institution_ids":["https://openalex.org/I8087733"]},{"raw_affiliation_string":"MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]},{"raw_affiliation_string":"Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I8087733"]},{"raw_affiliation_string":"Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063636409","display_name":"Markus Siegel","orcid":"https://orcid.org/0000-0001-5115-936X"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]},{"id":"https://openalex.org/I4210141865","display_name":"Hertie Institute for Clinical Brain Research","ror":"https://ror.org/04zzwzx41","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Markus Siegel","raw_affiliation_strings":["Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","German Center for Mental Health (DZPG), T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany","Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany","MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5115-936X","affiliations":[{"raw_affiliation_string":"Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I8087733"]},{"raw_affiliation_string":"Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","institution_ids":["https://openalex.org/I4210141865"]},{"raw_affiliation_string":"German Center for Mental Health (DZPG), T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","institution_ids":["https://openalex.org/I8087733"]},{"raw_affiliation_string":"MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany. markus.siegel@uni-tuebingen.de","institution_ids":["https://openalex.org/I8087733"]},{"raw_affiliation_string":"Centre for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I8087733"]},{"raw_affiliation_string":"Department of Neural Dynamics and Magnetoencephalography, Hertie Institute for Clinical Brain Research, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210141865","https://openalex.org/I8087733"]},{"raw_affiliation_string":"MEG Center, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010878192","https://openalex.org/A5063636409"],"corresponding_institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I4210141865","https://openalex.org/I8087733"],"apc_list":{"value":11690,"currency":"USD","value_usd":11690},"apc_paid":{"value":11690,"currency":"USD","value_usd":11690},"fwci":1.311,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80936172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"5","issue":"2","first_page":"155","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7318423390388489},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.6716341972351074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6364852786064148},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5572766661643982},{"id":"https://openalex.org/keywords/human-visual-system-model","display_name":"Human visual system model","score":0.44824865460395813},{"id":"https://openalex.org/keywords/visual-perception","display_name":"Visual perception","score":0.43215280771255493},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39922550320625305},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32596880197525024},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.1543300747871399},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1316308081150055},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08585986495018005},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.08135351538658142}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318423390388489},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.6716341972351074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6364852786064148},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5572766661643982},{"id":"https://openalex.org/C160086991","wikidata":"https://www.wikidata.org/wiki/Q5939193","display_name":"Human visual system model","level":3,"score":0.44824865460395813},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.43215280771255493},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39922550320625305},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32596880197525024},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.1543300747871399},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1316308081150055},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08585986495018005},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.08135351538658142},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1038/s43588-024-00746-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s43588-024-00746-w","pdf_url":"https://www.nature.com/articles/s43588-024-00746-w.pdf","source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},{"id":"pmid:39706876","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39706876","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature computational science","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11860245","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11860245","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nat Comput Sci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s43588-024-00746-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s43588-024-00746-w","pdf_url":"https://www.nature.com/articles/s43588-024-00746-w.pdf","source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3505502977","display_name":null,"funder_award_id":"SI 1332/6-1 (SPP 2041)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4262206430","display_name":null,"funder_award_id":"SFB 1233","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G53513784","display_name":"SFB 1233: Robustheit des Sehens  Prinzipien der Inferenz und neuronale Mechanismen","funder_award_id":"276693517","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7237385214","display_name":null,"funder_award_id":"SPP 2041","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7677165880","display_name":null,"funder_award_id":"276693517 (SFB 1233)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405646376.pdf","grobid_xml":"https://content.openalex.org/works/W4405646376.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1755205674","https://openalex.org/W1849277567","https://openalex.org/W1965703087","https://openalex.org/W1987374233","https://openalex.org/W2006957355","https://openalex.org/W2024938108","https://openalex.org/W2058616551","https://openalex.org/W2082627290","https://openalex.org/W2095802353","https://openalex.org/W2103559027","https://openalex.org/W2113466552","https://openalex.org/W2115579991","https://openalex.org/W2117539524","https://openalex.org/W2127757833","https://openalex.org/W2129112648","https://openalex.org/W2133665775","https://openalex.org/W2139721641","https://openalex.org/W2141859737","https://openalex.org/W2149194912","https://openalex.org/W2156707826","https://openalex.org/W2164900851","https://openalex.org/W2166206801","https://openalex.org/W2265079830","https://openalex.org/W2274405424","https://openalex.org/W2294365934","https://openalex.org/W2331128040","https://openalex.org/W2524365899","https://openalex.org/W2535388113","https://openalex.org/W2736803456","https://openalex.org/W2748043525","https://openalex.org/W2768212097","https://openalex.org/W2883429621","https://openalex.org/W2883718552","https://openalex.org/W2889326414","https://openalex.org/W2898929289","https://openalex.org/W2902499998","https://openalex.org/W2919115771","https://openalex.org/W2943353555","https://openalex.org/W2950364629","https://openalex.org/W2952797840","https://openalex.org/W2970641574","https://openalex.org/W2978891506","https://openalex.org/W2988313851","https://openalex.org/W3015256491","https://openalex.org/W3016954138","https://openalex.org/W3036076479","https://openalex.org/W3102536158","https://openalex.org/W3108490213","https://openalex.org/W3119948327","https://openalex.org/W3174002124","https://openalex.org/W3175032800","https://openalex.org/W3180076347","https://openalex.org/W3212185810","https://openalex.org/W4220856584","https://openalex.org/W4225585129","https://openalex.org/W4229494842","https://openalex.org/W4385890319","https://openalex.org/W4386721599","https://openalex.org/W4386751676","https://openalex.org/W4387666878","https://openalex.org/W6739901393","https://openalex.org/W6930408893","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W2072256953","https://openalex.org/W2162395976","https://openalex.org/W2153229931","https://openalex.org/W2099247362","https://openalex.org/W2040959874","https://openalex.org/W3112550159","https://openalex.org/W2129289742","https://openalex.org/W2113032778"],"abstract_inverted_index":{"Understanding":[0],"how":[1,59,162],"visual":[2,41,170],"information":[3,129],"is":[4],"encoded":[5],"in":[6,130,161,189],"biological":[7],"and":[8,49,100,125,153,164],"artificial":[9],"systems":[10],"often":[11],"requires":[12],"the":[13,33,47,66,110,120,131,140,178],"generation":[14,27,43,188],"of":[15,51,70,112,122,127,144,177],"appropriate":[16],"stimuli":[17,53,60,91,150],"to":[18,84,92],"test":[19],"specific":[20],"hypotheses,":[21],"but":[22,74],"available":[23],"methods":[24],"for":[25,54,139,185],"video":[26,52],"are":[28],"scarce.":[29],"Here":[30],"we":[31],"introduce":[32,136],"spatiotemporal":[34,68,142],"style":[35],"transfer":[36],"(STST)":[37],"algorithm,":[38],"a":[39,81,95,137,158,182],"dynamic":[40,145,169,186],"stimulus":[42,187],"framework":[44],"that":[45,64,102],"allows":[46],"manipulation":[48],"synthesis":[50],"vision":[55,155,166,190],"research.":[56],"We":[57,88,134],"show":[58],"can":[61],"be":[62],"generated":[63,132],"match":[65],"low-level":[67,123],"features":[69,124],"their":[71,76],"natural":[72],"counterparts,":[73],"lack":[75,126],"high-level":[77,113,128],"semantic":[78],"features,":[79],"providing":[80],"useful":[82],"tool":[83,184],"study":[85],"object":[86],"recognition.":[87],"used":[89],"these":[90],"probe":[93],"PredNet,":[94],"predictive":[96],"coding":[97],"deep":[98,154,165],"network,":[99],"found":[101],"its":[103],"next-frame":[104],"predictions":[105],"were":[106],"not":[107],"disrupted":[108],"by":[109],"omission":[111],"information,":[114],"with":[115],"human":[116],"observers":[117],"also":[118,135],"confirming":[119],"preservation":[121],"stimuli.":[133,146],"procedure":[138],"independent":[141],"factorization":[143],"Testing":[147],"such":[148],"factorized":[149],"on":[151],"humans":[152,163],"models":[156,167],"suggests":[157],"spatial":[159],"bias":[160],"encode":[168],"information.":[171],"These":[172],"results":[173],"showcase":[174],"potential":[175],"applications":[176],"STST":[179],"algorithm":[180],"as":[181],"versatile":[183],"science.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}
