{"id":"https://openalex.org/W3090181189","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207011","title":"Group-Patch Based Classification and Asymptotic Predicting Imbalanced Neuron Spikes","display_name":"Group-Patch Based Classification and Asymptotic Predicting Imbalanced Neuron Spikes","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3090181189","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207011","mag":"3090181189"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9207011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5101782837","display_name":"Mingli Zhang","orcid":"https://orcid.org/0000-0001-5801-5692"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mingli Zhang","raw_affiliation_strings":["Montreal Neurological Institute, Mcgill University, Montreal, Canada","Shandong Co-innovation Center of Future Intelligent Computing, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Montreal Neurological Institute, Mcgill University, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"Shandong Co-innovation Center of Future Intelligent Computing, Yantai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002232295","display_name":"Dongsheng Xiao","orcid":"https://orcid.org/0000-0002-1669-0021"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dongsheng Xiao","raw_affiliation_strings":["Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancover, Canada"],"affiliations":[{"raw_affiliation_string":"Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancover, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072258662","display_name":"Timothy H. Murphy","orcid":"https://orcid.org/0000-0002-0093-4490"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Timothy H. Murphy","raw_affiliation_strings":["Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancover, Canada"],"affiliations":[{"raw_affiliation_string":"Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancover, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069918313","display_name":"Jean\u2010Baptiste Poline","orcid":"https://orcid.org/0000-0002-9794-749X"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Jean-Baptiste Poline","raw_affiliation_strings":["Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA","Montreal Neurological Institute, Mcgill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Montreal Neurological Institute, Mcgill University, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011305571","display_name":"Alan C. Evans","orcid":"https://orcid.org/0000-0003-3841-6098"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alan Evans","raw_affiliation_strings":["Montreal Neurological Institute, Mcgill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Montreal Neurological Institute, Mcgill University, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101782837"],"corresponding_institution_ids":["https://openalex.org/I1292859797"],"apc_list":null,"apc_paid":null,"fwci":0.1115,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42936574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"6"},"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":0.9962000250816345,"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":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.7405833005905151},{"id":"https://openalex.org/keywords/calcium-imaging","display_name":"Calcium imaging","score":0.6212353110313416},{"id":"https://openalex.org/keywords/neuron","display_name":"Neuron","score":0.5603837370872498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5225065350532532},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5113143920898438},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46643972396850586},{"id":"https://openalex.org/keywords/cortex","display_name":"Cortex (anatomy)","score":0.448481947183609},{"id":"https://openalex.org/keywords/cortical-neurons","display_name":"Cortical neurons","score":0.43131351470947266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4201752841472626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3236408233642578},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3005252480506897},{"id":"https://openalex.org/keywords/calcium","display_name":"Calcium","score":0.11664563417434692},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10901430249214172}],"concepts":[{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.7405833005905151},{"id":"https://openalex.org/C2776032975","wikidata":"https://www.wikidata.org/wiki/Q5018833","display_name":"Calcium imaging","level":3,"score":0.6212353110313416},{"id":"https://openalex.org/C2778794669","wikidata":"https://www.wikidata.org/wiki/Q43054","display_name":"Neuron","level":2,"score":0.5603837370872498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5225065350532532},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5113143920898438},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46643972396850586},{"id":"https://openalex.org/C2777348757","wikidata":"https://www.wikidata.org/wiki/Q2346577","display_name":"Cortex (anatomy)","level":2,"score":0.448481947183609},{"id":"https://openalex.org/C2983650178","wikidata":"https://www.wikidata.org/wiki/Q75839","display_name":"Cortical neurons","level":2,"score":0.43131351470947266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4201752841472626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3236408233642578},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3005252480506897},{"id":"https://openalex.org/C519063684","wikidata":"https://www.wikidata.org/wiki/Q706","display_name":"Calcium","level":2,"score":0.11664563417434692},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10901430249214172},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9207011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W607505555","https://openalex.org/W2026784295","https://openalex.org/W2323681028","https://openalex.org/W2584632106","https://openalex.org/W2592713058","https://openalex.org/W2616734028","https://openalex.org/W2757445721","https://openalex.org/W2891398956","https://openalex.org/W2896184058","https://openalex.org/W2913483180","https://openalex.org/W2937274403","https://openalex.org/W2977742585","https://openalex.org/W2982224576","https://openalex.org/W4236362309","https://openalex.org/W6768418442"],"related_works":["https://openalex.org/W4319337864","https://openalex.org/W1990568919","https://openalex.org/W2384152178","https://openalex.org/W2362867711","https://openalex.org/W2739498190","https://openalex.org/W2771227740","https://openalex.org/W2415025275","https://openalex.org/W2919574227","https://openalex.org/W2067364169","https://openalex.org/W2074091876"],"abstract_inverted_index":{"The":[0],"cerebral":[1],"cortex":[2],"is":[3,56,93],"connected":[4],"to":[5,95],"sub-cortical":[6],"structures":[7],"through":[8],"multiple":[9],"hierarchically":[10],"organized":[11],"descending":[12],"and":[13,34,39,72,90,111,132,149],"ascending":[14],"pathways.":[15,41],"Cortical":[16],"representations":[17],"of":[18,37,50,107,123,147],"subcortical":[19,54],"neural":[20,139],"activity":[21,49,141],"reflect":[22],"embedded":[23],"complex":[24],"spatiotemporal":[25],"dynamics.":[26,61],"Past":[27],"studies":[28],"extensively":[29],"examined":[30],"the":[31,47,97,105,108,120],"molecular,":[32],"cellular":[33],"circuit":[35],"properties":[36],"intracortical":[38],"cortico-subcortical":[40],"It":[42],"remains":[43],"poorly":[44],"understood":[45],"how":[46],"spiking":[48,80],"a":[51,143],"cortical":[52,129,140],"or":[53],"neuron":[55,79],"associated":[57,126],"with":[58,127],"cortex-wide":[59],"network":[60],"In":[62],"this":[63],"study,":[64],"we":[65],"use":[66],"simultaneously":[67],"recorded":[68],"mesoscale":[69],"calcium":[70,130],"imaging":[71],"behavior":[73,133,148],"video":[74],"as":[75],"multi-modality":[76],"for":[77],"predicting":[78,113],"on":[81],"awake":[82],"mice.":[83],"A":[84],"novel":[85],"group":[86],"patch":[87],"wise":[88],"classification":[89,110],"asymptotic":[91,112],"model":[92],"proposed":[94,109],"address":[96],"ultra":[98],"imbalanced":[99],"spikes":[100],"prediction":[101],"problem.":[102],"Experiments":[103],"demonstrate":[104],"efficacy":[106],"strategies.":[114],"Our":[115],"empirical":[116],"results":[117],"reveal":[118],"that":[119,137],"spike":[121],"activities":[122],"neurons":[124],"were":[125],"distinct":[128],"signals":[131],"information,which":[134],"was":[135],"observed":[136],"ongoing":[138],"encodes":[142],"high-dimensional":[144],"latent":[145],"signal":[146],"sensory.":[150]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}