{"id":"https://openalex.org/W2517730294","doi":"https://doi.org/10.1142/s0129065717500022","title":"A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy","display_name":"A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy","publication_year":2016,"publication_date":"2016-09-02","ids":{"openalex":"https://openalex.org/W2517730294","doi":"https://doi.org/10.1142/s0129065717500022","mag":"2517730294","pmid":"https://pubmed.ncbi.nlm.nih.gov/27785934"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065717500022","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065717500022","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","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/A5080817635","display_name":"Lilin Guo","orcid":"https://orcid.org/0000-0003-2408-6497"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lilin Guo","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676555","display_name":"Zhenzhong Wang","orcid":"https://orcid.org/0000-0002-2816-853X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenzhong Wang","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071922657","display_name":"Mercedes Cabrerizo","orcid":"https://orcid.org/0000-0002-0302-7300"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mercedes Cabrerizo","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049795323","display_name":"Malek Adjouadi","orcid":"https://orcid.org/0000-0001-5380-3155"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Malek Adjouadi","raw_affiliation_strings":["Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology and Education, Florida International University, 10555 W Flagler St, Miami, FL 33174, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049795323"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":4.2773,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.94608747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"27","issue":"03","first_page":"1750002","last_page":"1750002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7735685110092163},{"id":"https://openalex.org/keywords/learning-rule","display_name":"Learning rule","score":0.6922701001167297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6364803910255432},{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.6180375218391418},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.5679595470428467},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4815866947174072},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.46457183361053467},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.3794075846672058},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3694212734699249},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35942649841308594},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2738919258117676},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15024709701538086}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7735685110092163},{"id":"https://openalex.org/C2779127903","wikidata":"https://www.wikidata.org/wiki/Q6510194","display_name":"Learning rule","level":3,"score":0.6922701001167297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6364803910255432},{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.6180375218391418},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5679595470428467},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4815866947174072},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.46457183361053467},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3794075846672058},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3694212734699249},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35942649841308594},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2738919258117676},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15024709701538086},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D009433","descriptor_name":"Neural Inhibition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009433","descriptor_name":"Neural Inhibition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009433","descriptor_name":"Neural Inhibition","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":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065717500022","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065717500022","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:27785934","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27785934","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":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W198407089","https://openalex.org/W1458578739","https://openalex.org/W1636374184","https://openalex.org/W1983329616","https://openalex.org/W1985940938","https://openalex.org/W1986360336","https://openalex.org/W1990118406","https://openalex.org/W1993565090","https://openalex.org/W1995037311","https://openalex.org/W2001218774","https://openalex.org/W2025166739","https://openalex.org/W2034390994","https://openalex.org/W2038786761","https://openalex.org/W2042013578","https://openalex.org/W2054113233","https://openalex.org/W2054747732","https://openalex.org/W2059874371","https://openalex.org/W2060542399","https://openalex.org/W2072851333","https://openalex.org/W2086066258","https://openalex.org/W2098567782","https://openalex.org/W2102571698","https://openalex.org/W2113894235","https://openalex.org/W2115659607","https://openalex.org/W2115831804","https://openalex.org/W2119234283","https://openalex.org/W2122923860","https://openalex.org/W2130459697","https://openalex.org/W2130974072","https://openalex.org/W2133922304","https://openalex.org/W2135094859","https://openalex.org/W2137614707","https://openalex.org/W2141551738","https://openalex.org/W2144540603","https://openalex.org/W2148603752","https://openalex.org/W2152280100","https://openalex.org/W2154601099","https://openalex.org/W2154616847","https://openalex.org/W2156326756","https://openalex.org/W2158468574","https://openalex.org/W2162933103","https://openalex.org/W2163159877","https://openalex.org/W2164653071","https://openalex.org/W2165639766","https://openalex.org/W2170537963","https://openalex.org/W2214525127","https://openalex.org/W2288238997","https://openalex.org/W2341128634","https://openalex.org/W2343540477","https://openalex.org/W2569813014","https://openalex.org/W4234795407"],"related_works":["https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W4389279682","https://openalex.org/W3091390542","https://openalex.org/W2145720061","https://openalex.org/W2754486806","https://openalex.org/W89875602","https://openalex.org/W2908080198","https://openalex.org/W2482313744","https://openalex.org/W31279903"],"abstract_inverted_index":{"This":[0],"study":[1],"introduces":[2],"a":[3,23,157],"novel":[4],"learning":[5,76,89,96,105,116,119,122,141,146],"algorithm":[6],"for":[7],"spiking":[8],"neurons,":[9],"called":[10],"CCDS,":[11],"which":[12,54],"is":[13,65,153],"able":[14],"to":[15,92,133],"learn":[16],"and":[17,47,69,107,121,143],"reproduce":[18],"arbitrary":[19],"spike":[20],"patterns":[21],"in":[22,33,50,84,97,167],"supervised":[24],"fashion":[25],"allowing":[26],"the":[27,34,40,98,114,135,144,161,181],"processing":[28],"of":[29,37,74,86,100,103,150,164,170],"spatiotemporal":[30],"information":[31],"encoded":[32],"precise":[35],"timing":[36],"spikes.":[38],"Unlike":[39],"Remote":[41],"Supervised":[42],"Method":[43],"(ReSuMe),":[44],"synapse":[45],"delays":[46,49],"axonal":[48],"CCDS":[51,63,115,151,182],"are":[52,55,78],"variants":[53],"modulated":[56],"together":[57],"with":[58,125,172,178],"weights":[59],"during":[60],"learning.":[61],"The":[62,72,148],"rule":[64,77,142,152,183],"both":[66,134],"biologically":[67],"plausible":[68],"computationally":[70],"efficient.":[71],"properties":[73],"this":[75],"investigated":[79],"extensively":[80],"through":[81],"experimental":[82],"evaluations":[83],"terms":[85],"reliability,":[87],"adaptive":[88],"performance,":[90],"generality":[91],"different":[93],"neuron":[94],"models,":[95],"presence":[99],"noise,":[101],"effects":[102],"its":[104],"parameters":[106],"classification":[108,129],"performance.":[109,187],"Results":[110,174],"presented":[111],"show":[112,176],"that":[113,177],"method":[117],"achieves":[118,184],"accuracy":[120,130],"speed":[123],"comparable":[124],"ReSuMe,":[126],"but":[127],"improves":[128],"when":[131],"compared":[132],"Spike":[136],"Pattern":[137],"Association":[138],"Neuron":[139],"(SPAN)":[140],"Tempotron":[145],"rule.":[147],"merit":[149],"further":[154],"validated":[155],"on":[156],"practical":[158],"example":[159],"involving":[160],"automated":[162],"detection":[163],"interictal":[165],"spikes":[166],"EEG":[168],"records":[169],"patients":[171],"epilepsy.":[173],"again":[175],"proper":[179],"encoding,":[180],"good":[185],"recognition":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}