{"id":"https://openalex.org/W3081775230","doi":"https://doi.org/10.1109/embc44109.2020.9176515","title":"Spike Detection Technique Based on Spike Augmentation with Low Computational and Hardware Complexity","display_name":"Spike Detection Technique Based on Spike Augmentation with Low Computational and Hardware Complexity","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3081775230","doi":"https://doi.org/10.1109/embc44109.2020.9176515","mag":"3081775230","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018128"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5013368102","display_name":"Sepideh Mirzaei","orcid":null},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sepideh Mirzaei","raw_affiliation_strings":["Research Laboratory for Integrated Circuits and Systems (ICAS), K.N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory for Integrated Circuits and Systems (ICAS), K.N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087825402","display_name":"Hossein Hosseini\u2010Nejad","orcid":"https://orcid.org/0000-0003-4087-4397"},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hossein Hosseini-Nejad","raw_affiliation_strings":["Department of Electrical Engineering, K.N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, K.N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090141353","display_name":"Amir M. Sodagar","orcid":"https://orcid.org/0000-0002-0552-0203"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amir M. Sodagar","raw_affiliation_strings":["Integrated Electronics (INTELECT) Research Laboratory, York University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrated Electronics (INTELECT) Research Laboratory, York University, Toronto, Canada","institution_ids":["https://openalex.org/I192455969"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"894","last_page":"897"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T10581","display_name":"Neural dynamics and brain function","score":0.9986000061035156,"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/spike","display_name":"Spike (software development)","score":0.9092565774917603},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.8120927214622498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.781060516834259},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6398793458938599},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5955056548118591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5273619294166565},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4730590581893921},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4540877342224121},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.42975959181785583},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4147314727306366},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.3715801239013672},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.27597251534461975},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.10753855109214783},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07116243243217468}],"concepts":[{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.9092565774917603},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.8120927214622498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.781060516834259},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6398793458938599},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5955056548118591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5273619294166565},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4730590581893921},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4540877342224121},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.42975959181785583},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4147314727306366},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3715801239013672},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.27597251534461975},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.10753855109214783},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07116243243217468},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9176515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018128","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018128","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1608291116","https://openalex.org/W2023996234","https://openalex.org/W2047406057","https://openalex.org/W2106594227","https://openalex.org/W2144310300","https://openalex.org/W2431315111","https://openalex.org/W2754792052","https://openalex.org/W2783183260","https://openalex.org/W2903827188","https://openalex.org/W2912798019","https://openalex.org/W2967790471"],"related_works":["https://openalex.org/W2914842020","https://openalex.org/W3048387044","https://openalex.org/W1667887797","https://openalex.org/W3107983517","https://openalex.org/W2109035539","https://openalex.org/W3006721942","https://openalex.org/W2152235245","https://openalex.org/W986636653","https://openalex.org/W2733494770","https://openalex.org/W2163489607"],"abstract_inverted_index":{"In":[0],"this":[1,43,72,132],"paper,":[2],"a":[3,45,82,99,111],"method":[4,23],"for":[5,64,161,174],"the":[6,27,32,56,65,87,92,103,137,166],"detection":[7,122,133,149],"and":[8,60,128,171],"subsequently":[9],"extraction":[10],"of":[11,58,71,136,168],"neural":[12,18,89,139,154],"spikes":[13,25,95,135],"in":[14],"an":[15,146],"intra-cortically":[16],"recorded":[17],"signal":[19,90,113,140],"is":[20,48,74,106,110,123],"proposed.":[21],"This":[22],"distinguishes":[24],"from":[26],"background":[28,66,104],"noise":[29,105],"based":[30],"on":[31,52,119],"natural":[33],"difference":[34],"between":[35],"their":[36],"time-domain":[37],"amplitude":[38],"variation":[39],"patterns.":[40],"According":[41,130],"to":[42,76,80,131,152],"difference,":[44],"spike":[46,93,121,148],"mask":[47,73],"generated,":[49],"which":[50,120],"takes":[51],"large":[53,100],"values":[54,63],"over":[55],"course":[57],"spikes,":[59],"much":[61,125],"smaller":[62],"noise.":[67],"The":[68,108],"\"high\"":[69],"part":[70],"designed":[75],"be":[77],"wide":[78],"enough":[79],"contain":[81],"complete":[83],"spike.":[84],"By":[85],"multiplying":[86],"input":[88],"with":[91,98,114],"mask,":[94],"are":[96,141,159],"amplified":[97],"factor":[101],"while":[102],"not.":[107],"result":[109],"spike-augmented":[112],"significantly":[115],"larger":[116],"signal-to-noise":[117],"ratio,":[118],"performed":[124],"more":[126],"easily":[127],"accurately.":[129],"mechanism,":[134],"original":[138],"extracted.Clinical":[142],"Relevance-This":[143],"paper":[144],"presents":[145],"automatic":[147],"technique,":[150],"dedicated":[151],"brain-implantable":[153],"recording":[155],"devices.":[156],"Such":[157],"devices":[158],"developed":[160],"clinical":[162],"applications":[163],"such":[164],"as":[165],"treatment":[167],"epilepsy,":[169],"neuro-prostheses,":[170],"brain-machine":[172],"interfacing":[173],"therapeutic":[175],"purposes.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
