{"id":"https://openalex.org/W2897103715","doi":"https://doi.org/10.1162/neco_a_01137","title":"Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model","display_name":"Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model","publication_year":2018,"publication_date":"2018-10-13","ids":{"openalex":"https://openalex.org/W2897103715","doi":"https://doi.org/10.1162/neco_a_01137","mag":"2897103715","pmid":"https://pubmed.ncbi.nlm.nih.gov/30314427"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01137","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01137","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":"letter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102440222","display_name":"Cunle Qian","orcid":null},"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":true,"raw_author_name":"Cunle Qian","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060109363","display_name":"Xuyun Sun","orcid":"https://orcid.org/0000-0001-6348-926X"},"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":true,"raw_author_name":"Xuyun Sun","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009996306","display_name":"Shaomin Zhang","orcid":"https://orcid.org/0000-0001-6311-5946"},"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":true,"raw_author_name":"Shaomin Zhang","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, 310027, China"],"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101130862","display_name":"Dong Xing","orcid":"https://orcid.org/0000-0003-3578-3343"},"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":true,"raw_author_name":"Dong Xing","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073962914","display_name":"Hongbao Li","orcid":"https://orcid.org/0000-0002-2985-1007"},"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":true,"raw_author_name":"Hongbao Li","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, 310027, China"],"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113670441","display_name":"Xiaoxiang Zheng","orcid":"https://orcid.org/0000-0001-7641-9789"},"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":true,"raw_author_name":"Xiaoxiang Zheng","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, 310027, China"],"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101975455","display_name":"Gang Pan","orcid":null},"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":true,"raw_author_name":"Gang Pan","raw_affiliation_strings":["State Key Lab of CAD&CG, and College of Computer Science, Zhejiang University, Hangzhou, 310027, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CAD&CG, and College of Computer Science, Zhejiang University, Hangzhou, 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100383445","display_name":"Yiwen Wang","orcid":"https://orcid.org/0000-0002-1878-6182"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yiwen Wang","raw_affiliation_strings":["Department of Electronic and Computer Engineering and Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Kowloon, Hong Kong SAR, 999077, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering and Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Kowloon, Hong Kong SAR, 999077, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009996306","https://openalex.org/A5060109363","https://openalex.org/A5073962914","https://openalex.org/A5100383445","https://openalex.org/A5101130862","https://openalex.org/A5101975455","https://openalex.org/A5102440222","https://openalex.org/A5113670441"],"corresponding_institution_ids":["https://openalex.org/I200769079","https://openalex.org/I76130692","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":1.2686,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.78929635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"30","issue":"12","first_page":"3189","last_page":"3226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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":0.9998999834060669,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973000288009644,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/nonlinear-system","display_name":"Nonlinear system","score":0.7325567007064819},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.5866657495498657},{"id":"https://openalex.org/keywords/point-process","display_name":"Point process","score":0.5844365358352661},{"id":"https://openalex.org/keywords/spike-train","display_name":"Spike train","score":0.5329194068908691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.501753568649292},{"id":"https://openalex.org/keywords/cox-process","display_name":"Cox process","score":0.46775150299072266},{"id":"https://openalex.org/keywords/hessian-matrix","display_name":"Hessian matrix","score":0.4654823839664459},{"id":"https://openalex.org/keywords/bernoulli-process","display_name":"Bernoulli process","score":0.44107481837272644},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4150269031524658},{"id":"https://openalex.org/keywords/bernoullis-principle","display_name":"Bernoulli's principle","score":0.37402498722076416},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3733491003513336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3624192178249359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3589319586753845},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.26618140935897827},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.26539379358291626},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1040031909942627},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0933091938495636}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7325567007064819},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5866657495498657},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.5844365358352661},{"id":"https://openalex.org/C2909946758","wikidata":"https://www.wikidata.org/wiki/Q194277","display_name":"Spike train","level":3,"score":0.5329194068908691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.501753568649292},{"id":"https://openalex.org/C155051063","wikidata":"https://www.wikidata.org/wiki/Q1290919","display_name":"Cox process","level":4,"score":0.46775150299072266},{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.4654823839664459},{"id":"https://openalex.org/C23990920","wikidata":"https://www.wikidata.org/wiki/Q518831","display_name":"Bernoulli process","level":3,"score":0.44107481837272644},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4150269031524658},{"id":"https://openalex.org/C152361515","wikidata":"https://www.wikidata.org/wiki/Q181328","display_name":"Bernoulli's principle","level":2,"score":0.37402498722076416},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3733491003513336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3624192178249359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3589319586753845},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.26618140935897827},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.26539379358291626},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1040031909942627},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0933091938495636},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166144826","wikidata":"https://www.wikidata.org/wiki/Q1145117","display_name":"Poisson process","level":3,"score":0.0}],"mesh":[{"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":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","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":"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":2,"locations":[{"id":"doi:10.1162/neco_a_01137","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01137","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:30314427","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30314427","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323537","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W1521503648","https://openalex.org/W1543237449","https://openalex.org/W1554944419","https://openalex.org/W1964309659","https://openalex.org/W1965499003","https://openalex.org/W1965950388","https://openalex.org/W1989495261","https://openalex.org/W1991266025","https://openalex.org/W1992764769","https://openalex.org/W1996990765","https://openalex.org/W1998603352","https://openalex.org/W2002501563","https://openalex.org/W2004241505","https://openalex.org/W2010374880","https://openalex.org/W2010974761","https://openalex.org/W2013374996","https://openalex.org/W2022034272","https://openalex.org/W2023295798","https://openalex.org/W2030610956","https://openalex.org/W2050551672","https://openalex.org/W2051568506","https://openalex.org/W2057618999","https://openalex.org/W2063702730","https://openalex.org/W2065176644","https://openalex.org/W2069224171","https://openalex.org/W2073299519","https://openalex.org/W2076398027","https://openalex.org/W2082684474","https://openalex.org/W2086578108","https://openalex.org/W2087070363","https://openalex.org/W2089623021","https://openalex.org/W2095504054","https://openalex.org/W2095868797","https://openalex.org/W2096147517","https://openalex.org/W2097560155","https://openalex.org/W2103496339","https://openalex.org/W2110242299","https://openalex.org/W2112455917","https://openalex.org/W2113335883","https://openalex.org/W2125498357","https://openalex.org/W2126685080","https://openalex.org/W2127260043","https://openalex.org/W2129983824","https://openalex.org/W2133099218","https://openalex.org/W2133764509","https://openalex.org/W2135046866","https://openalex.org/W2144340823","https://openalex.org/W2147502381","https://openalex.org/W2147512414","https://openalex.org/W2147851954","https://openalex.org/W2148903852","https://openalex.org/W2149389068","https://openalex.org/W2153181354","https://openalex.org/W2155443738","https://openalex.org/W2155482699","https://openalex.org/W2163306439","https://openalex.org/W2167965698","https://openalex.org/W2168614460","https://openalex.org/W2168704659","https://openalex.org/W2169183612","https://openalex.org/W2171063602","https://openalex.org/W2172053542","https://openalex.org/W2256578114","https://openalex.org/W2293818804","https://openalex.org/W2472917737","https://openalex.org/W2559655401","https://openalex.org/W2596585349","https://openalex.org/W2604272474","https://openalex.org/W2619560872","https://openalex.org/W2766984136","https://openalex.org/W2808395107","https://openalex.org/W2808594940","https://openalex.org/W2999905431","https://openalex.org/W3145143011","https://openalex.org/W4212863985","https://openalex.org/W4238614602","https://openalex.org/W4244159265","https://openalex.org/W4245474015","https://openalex.org/W4246508603","https://openalex.org/W4250589301","https://openalex.org/W4294940931","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W4225648594","https://openalex.org/W4308847323","https://openalex.org/W3199062958","https://openalex.org/W2834438054","https://openalex.org/W4293193429","https://openalex.org/W4289762942","https://openalex.org/W2225046392","https://openalex.org/W2903983794","https://openalex.org/W2036279231","https://openalex.org/W2964260590"],"abstract_inverted_index":{"Neurons":[0],"communicate":[1],"nonlinearly":[2],"through":[3],"spike":[4,11,49,166,222],"activities.":[5],"Generalized":[6],"linear":[7,18,140],"models":[8],"(GLMs)":[9],"describe":[10,105],"activities":[12],"with":[13,70,261,281],"a":[14,17,22,37,71,100,112,134,143,189,236,239,255,262],"cascade":[15,135],"of":[16,81,94,120,136,154,200,235],"combination":[19,141],"across":[20],"inputs,":[21],"static":[23,144],"nonlinear":[24,54,92,107,145,206,276],"function,":[25,73],"and":[26,148,220,231,257,287],"an":[27,149],"inhomogeneous":[28,150],"Bernoulli":[29,151],"or":[30,33],"Poisson":[31],"process,":[32],"Cox":[34],"process":[35],"if":[36],"self-history":[38],"term":[39],"is":[40,131,181,214],"considered.":[41],"This":[42],"structure":[43],"considers":[44,75],"the":[45,53,65,76,91,106,118,161,169,179,184,197,201,205,227,266,271,288],"output":[46,125,165],"nonlinearity":[47],"in":[48,176,208,265],"generation":[50],"but":[51],"excludes":[52],"interaction":[55,66,77,108,277],"among":[56,67,109,278],"input":[57,68,82,95,279],"neurons.":[58],"Recent":[59],"studies":[60],"extend":[61],"GLMs":[62],"by":[63,159,183,245],"modeling":[64],"neurons":[69,280],"quadratic":[72,85,259,285],"which":[74,116,194],"between":[78],"every":[79],"pair":[80],"spikes.":[83],"However,":[84],"effects":[86],"may":[87],"not":[88],"fully":[89],"capture":[90],"nature":[93],"interaction.":[96],"We":[97],"therefore":[98],"propose":[99,188],"staged":[101,272],"point-process":[102,273],"model":[103,156,213,252,274],"to":[104],"inputs":[110,130],"using":[111],"few":[113],"hidden":[114],"units,":[115],"follows":[117],"idea":[119],"artificial":[121],"neural":[122],"networks.":[123],"The":[124,211],"firing":[126],"probability":[127],"conditioned":[128],"on":[129,164,216],"formed":[132],"as":[133],"two":[137],"linear-nonlinear":[138],"(a":[139],"plus":[142],"function)":[146],"stages":[147],"process.":[152],"Parameters":[153],"this":[155],"are":[157,243],"estimated":[158],"maximizing":[160],"log":[162,202],"likelihood":[163],"trains.":[167],"Unlike":[168],"iterative":[170],"reweighted":[171],"least":[172],"squares":[173],"algorithm":[174,291],"used":[175],"GLMs,":[177],"where":[178,250],"performance":[180],"guaranteed":[182],"concave":[185],"condition,":[186],"we":[187],"modified":[190,289],"Levenberg-Marquardt":[191],"(L-M)":[192],"algorithm,":[193],"directly":[195],"calculates":[196],"Hessian":[198],"matrix":[199],"likelihood,":[203],"for":[204],"optimization":[207],"our":[209,251],"model.":[210],"proposed":[212],"tested":[215],"both":[217],"synthetic":[218],"data":[219,224],"real":[221],"train":[223],"recorded":[225],"from":[226],"dorsal":[228],"premotor":[229],"cortex":[230,234],"primary":[232],"motor":[233],"monkey":[237],"performing":[238],"center-out":[240],"task.":[241],"Performances":[242],"evaluated":[244],"discrete-time":[246],"rescaled":[247],"Kolmogorov-Smirnov":[248],"tests,":[249],"statistically":[253],"outperforms":[254],"GLM":[256],"its":[258],"extension,":[260],"higher":[263],"goodness-of-fit":[264],"prediction":[267],"results.":[268],"In":[269],"addition,":[270],"describes":[275],"fewer":[282],"parameters":[283],"than":[284],"models,":[286],"L-M":[290],"also":[292],"demonstrates":[293],"fast":[294],"convergence.":[295]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}