{"id":"https://openalex.org/W3014718046","doi":"https://doi.org/10.1109/access.2020.2984948","title":"Supervised Brain Network Learning Based on Deep Recurrent Neural Networks","display_name":"Supervised Brain Network Learning Based on Deep Recurrent Neural Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014718046","doi":"https://doi.org/10.1109/access.2020.2984948","mag":"3014718046"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2984948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2984948","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09052686.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09052686.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080583315","display_name":"Shijie Zhao","orcid":"https://orcid.org/0000-0001-9102-5294"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Zhao","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","School of Automation, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-9102-5294","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060444719","display_name":"Yan Cui","orcid":"https://orcid.org/0000-0003-3627-3169"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Cui","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055204903","display_name":"Linwei Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linwei Huang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","School of Automation, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101945817","display_name":"Li Xie","orcid":"https://orcid.org/0000-0002-2008-6230"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Xie","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008526350","display_name":"Yaowu Chen","orcid":"https://orcid.org/0000-0002-6037-0631"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaowu Chen","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012529382","display_name":"Junwei Han","orcid":"https://orcid.org/0000-0001-5545-7217"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Han","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","School of Automation, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344286","display_name":"Lei Guo","orcid":"https://orcid.org/0000-0003-0728-896X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Guo","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","School of Automation, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452839","display_name":"Shu Zhang","orcid":"https://orcid.org/0000-0002-3431-744X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu Zhang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi\u2019an, China","School of Computer Science, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianming Liu","raw_affiliation_strings":["Department of Computer Science, University of Georgia, Athens, USA"],"raw_orcid":"https://orcid.org/0000-0002-8132-9048","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Georgia, Athens, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076914529","display_name":"Jinglei Lv","orcid":"https://orcid.org/0000-0002-4906-2646"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinglei Lv","raw_affiliation_strings":["Sydney Imaging and School of Biomedical Engineering, The University of Sydney, Camperdown, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sydney Imaging and School of Biomedical Engineering, The University of Sydney, Camperdown, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3427,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.55174299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"69967","last_page":"69978"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7987684011459351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.747681736946106},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.6299640536308289},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6281659603118896},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.6243306398391724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5765177607536316},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5535849332809448},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.534778356552124},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5346692204475403},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4486249089241028},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11813002824783325},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.08456471562385559}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7987684011459351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.747681736946106},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6299640536308289},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6281659603118896},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.6243306398391724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5765177607536316},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5535849332809448},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.534778356552124},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5346692204475403},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4486249089241028},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11813002824783325},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.08456471562385559},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.2984948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2984948","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09052686.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fda277e1930142d394434893f74c86d9","is_oa":true,"landing_page_url":"https://doaj.org/article/fda277e1930142d394434893f74c86d9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 69967-69978 (2020)","raw_type":"article"},{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/254208","is_oa":false,"landing_page_url":"http://hdl.handle.net/11343/254208","pdf_url":null,"source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2984948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2984948","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09052686.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2178274743","display_name":null,"funder_award_id":"2019B010110001","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"},{"id":"https://openalex.org/G3366933827","display_name":null,"funder_award_id":"3102019QD1005","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3934096719","display_name":null,"funder_award_id":"2019T120945","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4114854326","display_name":null,"funder_award_id":"2019JQ-630","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G4471598409","display_name":null,"funder_award_id":"61806167","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6559534488","display_name":null,"funder_award_id":"3102019PJ005","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7515157009","display_name":null,"funder_award_id":"U1801265","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G847362723","display_name":null,"funder_award_id":"61936007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8978745801","display_name":null,"funder_award_id":"2017M613206","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336405","display_name":"Special Project for Research and Development in Key areas of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014718046.pdf","grobid_xml":"https://content.openalex.org/works/W3014718046.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W196214544","https://openalex.org/W1522301498","https://openalex.org/W1533861849","https://openalex.org/W1598796236","https://openalex.org/W1760829075","https://openalex.org/W1957148208","https://openalex.org/W1983208069","https://openalex.org/W1983407432","https://openalex.org/W1983451956","https://openalex.org/W1992795214","https://openalex.org/W1999653836","https://openalex.org/W2006312249","https://openalex.org/W2024729467","https://openalex.org/W2026384313","https://openalex.org/W2039669493","https://openalex.org/W2047188683","https://openalex.org/W2062240844","https://openalex.org/W2064675550","https://openalex.org/W2071608556","https://openalex.org/W2072522618","https://openalex.org/W2079450984","https://openalex.org/W2089572795","https://openalex.org/W2096672020","https://openalex.org/W2103311175","https://openalex.org/W2103402739","https://openalex.org/W2105464873","https://openalex.org/W2107187638","https://openalex.org/W2112447569","https://openalex.org/W2115485420","https://openalex.org/W2116649573","https://openalex.org/W2143612262","https://openalex.org/W2145889472","https://openalex.org/W2148726987","https://openalex.org/W2151635492","https://openalex.org/W2151811639","https://openalex.org/W2151969869","https://openalex.org/W2157331557","https://openalex.org/W2163722029","https://openalex.org/W2170797424","https://openalex.org/W2409706469","https://openalex.org/W2553303224","https://openalex.org/W2554861503","https://openalex.org/W2591226121","https://openalex.org/W2602065399","https://openalex.org/W2608505488","https://openalex.org/W2618995589","https://openalex.org/W2623523497","https://openalex.org/W2750477048","https://openalex.org/W2792014014","https://openalex.org/W2887384827","https://openalex.org/W2898352483","https://openalex.org/W2900958169","https://openalex.org/W2969606268","https://openalex.org/W2981948158","https://openalex.org/W3101378249","https://openalex.org/W6607974698","https://openalex.org/W6631190155","https://openalex.org/W6631943919","https://openalex.org/W6635679246","https://openalex.org/W6676727762","https://openalex.org/W6729956949","https://openalex.org/W6730045385"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W1847088711","https://openalex.org/W3036642985","https://openalex.org/W3032952384","https://openalex.org/W3017902212","https://openalex.org/W2964335273","https://openalex.org/W3008584592","https://openalex.org/W2951967024"],"abstract_inverted_index":{"Task-based":[0],"functional":[1,125,174],"magnetic":[2],"resonance":[3],"imaging":[4],"(tfMRI)":[5],"is":[6,28,79,83],"a":[7,47,72,104],"widely":[8],"used":[9],"neuroimaging":[10],"technique":[11],"in":[12,33,60,67,145],"exploring":[13],"brain":[14,94,109,126,175,180],"networks":[15,117,143,176,181],"and":[16,41,53,64,85,92,123,177],"functions":[17],"associated":[18],"with":[19],"cognitive":[20],"behaviors.":[21],"Traditionally,":[22],"the":[23,29,61,68,81,121,136,151,162,172,196,199],"general":[24],"linear":[25],"model":[26],"(GLM)":[27],"most":[30],"popular":[31],"method":[32,45,168],"tfMRI":[34,69,156,188],"data":[35,148],"analysis":[36],"due":[37],"to":[38,57,98,119,149,169],"its":[39,54],"simpleness":[40],"robustness.":[42],"This":[43],"model-driven":[44,77],"adopts":[46],"canonical":[48],"hemodynamic":[49],"response":[50],"function":[51],"(HRF)":[52],"various":[55],"derivatives":[56],"construct":[58],"regressors":[59,153],"design":[62],"matrix":[63],"estimate":[65],"changes":[66],"data.":[70,157],"However,":[71],"possible":[73],"limitation":[74],"of":[75,135,139,198],"current":[76],"methods":[78],"that":[80],"HRF":[82],"fixed":[84],"non-adaptive":[86],"which":[87],"may":[88],"overlook":[89],"other":[90,178],"diverse":[91,122,152],"concurrent":[93,124],"networks.":[95,127],"In":[96],"order":[97],"overcome":[99],"these":[100],"limitations,":[101],"we":[102],"proposed":[103,200],"novel":[105],"hybrid":[106,130],"framework,":[107],"supervised":[108,164],"network":[110],"learning":[111,166],"based":[112],"on":[113,186],"deep":[114,140],"recurrent":[115,141],"neural":[116,142],"(SUDRNN),":[118],"reconstruct":[120,170],"Specifically,":[128],"this":[129],"framework":[131],"first":[132],"takes":[133],"advantage":[134],"great":[137],"capacity":[138],"(DRNN)":[144],"modeling":[146],"sequential":[147],"learn":[150],"from":[154,190],"real":[155],"After":[158],"that,":[159],"it":[160],"utilizes":[161],"effective":[163],"dictionary":[165],"(SDL)":[167],"both":[171],"task-related":[173],"latent":[179],"simultaneously.":[182],"Extensive":[183],"experiment":[184],"results":[185],"different":[187],"datasets":[189],"Human":[191],"connectome":[192],"project":[193],"(HCP)":[194],"demonstrated":[195],"superiority":[197],"framework.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}