{"id":"https://openalex.org/W2945628728","doi":"https://doi.org/10.1162/neco_a_01204","title":"Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems","display_name":"Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems","publication_year":2019,"publication_date":"2019-05-22","ids":{"openalex":"https://openalex.org/W2945628728","doi":"https://doi.org/10.1162/neco_a_01204","mag":"2945628728","pmid":"https://pubmed.ncbi.nlm.nih.gov/31113305"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01204","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01204","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8035906","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026717047","display_name":"Kunling Geng","orcid":"https://orcid.org/0000-0003-1502-3697"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kunling Geng","raw_affiliation_strings":["Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109600062","display_name":"Dae C. Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dae C. Shin","raw_affiliation_strings":["Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070732235","display_name":"Dong Song","orcid":"https://orcid.org/0000-0002-6179-1120"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dong Song","raw_affiliation_strings":["Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014818977","display_name":"Robert E. Hampson","orcid":"https://orcid.org/0000-0002-8648-9462"},"institutions":[{"id":"https://openalex.org/I47251452","display_name":"Wake Forest University","ror":"https://ror.org/0207ad724","country_code":"US","type":"education","lineage":["https://openalex.org/I47251452"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Robert E. Hampson","raw_affiliation_strings":["Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC, 27157, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC, 27157, U.S.A","institution_ids":["https://openalex.org/I47251452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111844644","display_name":"Samuel A. Deadwyler","orcid":null},"institutions":[{"id":"https://openalex.org/I47251452","display_name":"Wake Forest University","ror":"https://ror.org/0207ad724","country_code":"US","type":"education","lineage":["https://openalex.org/I47251452"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Samuel A. Deadwyler","raw_affiliation_strings":["Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC, 27157, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC, 27157, U.S.A","institution_ids":["https://openalex.org/I47251452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111911478","display_name":"Theodore W. Berger","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Theodore W. Berger","raw_affiliation_strings":["Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036646017","display_name":"Vasilis Z. Marmarelis","orcid":"https://orcid.org/0000-0003-1457-813X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vasilis Z. Marmarelis","raw_affiliation_strings":["Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Biomedical Simulations Resource Center, University of Southern California, Los Angeles, CA, 90089, U.S.A","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014818977","https://openalex.org/A5026717047","https://openalex.org/A5036646017","https://openalex.org/A5070732235","https://openalex.org/A5109600062","https://openalex.org/A5111844644","https://openalex.org/A5111911478"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I47251452"],"apc_list":null,"apc_paid":null,"fwci":0.3593,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.57735025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":"7","first_page":"1327","last_page":"1355"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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/T10320","display_name":"Neural Networks and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6671834588050842},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5955410003662109},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5916423797607422},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.4911806285381317},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.4633871018886566},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.44771212339401245},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.4436362087726593},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4269615113735199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3597699999809265},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11879166960716248},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09259319305419922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671834588050842},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5955410003662109},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5916423797607422},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.4911806285381317},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.4633871018886566},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.44771212339401245},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.4436362087726593},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4269615113735199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3597699999809265},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11879166960716248},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09259319305419922},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/neco_a_01204","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01204","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:31113305","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31113305","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":"Neural computation","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8035906","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8035906","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Comput","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8035906","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8035906","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Comput","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7257988737","display_name":null,"funder_award_id":"P41 EB001978","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320308668","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W205882140","https://openalex.org/W815444466","https://openalex.org/W952558552","https://openalex.org/W1583837637","https://openalex.org/W1586810339","https://openalex.org/W1675944701","https://openalex.org/W1898014694","https://openalex.org/W1963766080","https://openalex.org/W1965511886","https://openalex.org/W1965950388","https://openalex.org/W1988384534","https://openalex.org/W2001845077","https://openalex.org/W2004241505","https://openalex.org/W2022865306","https://openalex.org/W2040291412","https://openalex.org/W2049059896","https://openalex.org/W2051568506","https://openalex.org/W2053724458","https://openalex.org/W2065176644","https://openalex.org/W2065802927","https://openalex.org/W2068674173","https://openalex.org/W2076398027","https://openalex.org/W2077669796","https://openalex.org/W2079418422","https://openalex.org/W2079893016","https://openalex.org/W2085423756","https://openalex.org/W2089490654","https://openalex.org/W2089623021","https://openalex.org/W2095868797","https://openalex.org/W2099454382","https://openalex.org/W2104933073","https://openalex.org/W2112246597","https://openalex.org/W2112455917","https://openalex.org/W2118458514","https://openalex.org/W2125498357","https://openalex.org/W2126927871","https://openalex.org/W2129983824","https://openalex.org/W2140919723","https://openalex.org/W2142373488","https://openalex.org/W2143453129","https://openalex.org/W2145268430","https://openalex.org/W2147512414","https://openalex.org/W2153181354","https://openalex.org/W2162739264","https://openalex.org/W2163306439","https://openalex.org/W2164330572","https://openalex.org/W2171349814","https://openalex.org/W2172053542","https://openalex.org/W2182328100","https://openalex.org/W2269164726","https://openalex.org/W2297432279","https://openalex.org/W2472917737","https://openalex.org/W2481053337","https://openalex.org/W2499601348","https://openalex.org/W2577156463","https://openalex.org/W2766984136","https://openalex.org/W2782895778","https://openalex.org/W2795210532","https://openalex.org/W2810603154","https://openalex.org/W2990138404","https://openalex.org/W3099638077","https://openalex.org/W3125937743","https://openalex.org/W4231061463","https://openalex.org/W4245474015","https://openalex.org/W4246508603"],"related_works":["https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2052574922","https://openalex.org/W64588465","https://openalex.org/W3120641340","https://openalex.org/W2117825986","https://openalex.org/W3134067061","https://openalex.org/W2079855347"],"abstract_inverted_index":{"This":[0],"letter":[1],"proposes":[2],"a":[3,105,149],"novel":[4],"method,":[5],"multi-input,":[6],"multi-output":[7],"neuronal":[8],"mode":[9],"network":[10],"(MIMO-NMN),":[11],"for":[12],"modeling":[13,68,153],"encoding":[14],"dynamics":[15,155],"and":[16,38,55,111,124,156],"functional":[17,56,158],"connectivity":[18,57,159],"in":[19,48,90],"neural":[20,66,154],"ensembles":[21],"such":[22,30],"as":[23,31],"the":[24,32,43,62,71,76,81,91,100,108,112,115,120,131,138,145],"hippocampus.":[25,140],"Compared":[26],"with":[27,104],"conventional":[28],"approaches":[29],"Volterra-Wiener":[33],"model,":[34,37],"linear-nonlinear-cascade":[35],"(LNC)":[36],"generalized":[39],"linear":[40],"model":[41,53],"(GLM),":[42],"NMN":[44,103,116],"has":[45],"several":[46],"advantages":[47],"terms":[49],"of":[50,64,83,102,107,160],"estimation":[51,72],"accuracy,":[52],"interpretation,":[54],"analysis.":[58],"We":[59,94],"point":[60],"out":[61],"limitations":[63],"current":[65],"spike":[67,92],"methods,":[69,110],"especially":[70],"biases":[73],"caused":[74],"by":[75],"imbalanced":[77,121],"class":[78,122],"problem":[79,123],"when":[80],"number":[82],"zeros":[84],"is":[85,148],"significantly":[86],"larger":[87],"than":[88],"ones":[89],"data.":[93,162],"use":[95],"synthetic":[96],"data":[97,136],"to":[98,134,152],"test":[99],"performance":[101],"comparison":[106],"traditional":[109],"results":[113,142],"indicate":[114,143],"approach":[117,151],"could":[118],"reduce":[119],"achieve":[125],"better":[126],"predictions.":[127],"Subsequently,":[128],"we":[129],"apply":[130],"MIMO-NMN":[132,146],"method":[133,147],"analyze":[135],"from":[137],"human":[139],"The":[141],"that":[144],"promising":[150],"analyzing":[157],"multi-neuronal":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
