{"id":"https://openalex.org/W2003301250","doi":"https://doi.org/10.1109/smc.2014.6974085","title":"Classification of neural action potentials using mean shift clustering","display_name":"Classification of neural action potentials using mean shift clustering","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2003301250","doi":"https://doi.org/10.1109/smc.2014.6974085","mag":"2003301250"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2014.6974085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2014.6974085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Classification_of_neural_action_potentials_using_mean_shift_clustering/20909809","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085593383","display_name":"Thanh Thi Nguyen","orcid":"https://orcid.org/0000-0001-9709-1663"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Thanh Nguyen","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088507795","display_name":"Imali Hettiarachchi","orcid":"https://orcid.org/0000-0002-4220-0970"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Imali Hettiarachchi","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109182906","display_name":"Douglas Creighton","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Douglas Creighton","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University Geelong Waurn Ponds Campus, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Geelong Waurn Ponds Campus, Victoria, Australia, 3216","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085593383"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.1568,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50425814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"1247","last_page":"1252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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"}},"topics":[{"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/T10320","display_name":"Neural Networks and Applications","score":0.9979000091552734,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/spike-sorting","display_name":"Spike sorting","score":0.9529469013214111},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8092021942138672},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.7428511381149292},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7379820346832275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914725303649902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6256873607635498},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5906171202659607},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48009470105171204},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.46019935607910156},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14537298679351807}],"concepts":[{"id":"https://openalex.org/C2777613131","wikidata":"https://www.wikidata.org/wiki/Q2003571","display_name":"Spike sorting","level":3,"score":0.9529469013214111},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8092021942138672},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.7428511381149292},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7379820346832275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914725303649902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6256873607635498},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5906171202659607},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48009470105171204},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.46019935607910156},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14537298679351807},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/smc.2014.6974085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2014.6974085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30072470","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20909809","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Classification_of_neural_action_potentials_using_mean_shift_clustering/20909809","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20909809","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Classification_of_neural_action_potentials_using_mean_shift_clustering/20909809","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7400000095367432,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1977870419","https://openalex.org/W1986309773","https://openalex.org/W2009528759","https://openalex.org/W2014885556","https://openalex.org/W2022686119","https://openalex.org/W2031762648","https://openalex.org/W2038573700","https://openalex.org/W2050279458","https://openalex.org/W2050293473","https://openalex.org/W2059684700","https://openalex.org/W2067191022","https://openalex.org/W2071004250","https://openalex.org/W2086688809","https://openalex.org/W2103325981","https://openalex.org/W2117672041","https://openalex.org/W2117684310","https://openalex.org/W2133817032","https://openalex.org/W2136104104","https://openalex.org/W2145789738","https://openalex.org/W2155161883","https://openalex.org/W2164500538","https://openalex.org/W4239719188"],"related_works":["https://openalex.org/W3136143059","https://openalex.org/W3178771700","https://openalex.org/W1968361507","https://openalex.org/W2037099207","https://openalex.org/W3035015922","https://openalex.org/W2124872530","https://openalex.org/W2990250786","https://openalex.org/W2366422659","https://openalex.org/W4377004198","https://openalex.org/W2092500599"],"abstract_inverted_index":{"Understanding":[0],"neural":[1],"functions":[2],"requires":[3],"the":[4,7,33,110,124,132],"observation":[5],"of":[6,9,35,43,82,109,136],"activities":[8],"single":[10,46],"neurons":[11],"that":[12],"are":[13,23,79],"represented":[14],"via":[15],"electrophysiological":[16],"data.":[17],"Processing":[18],"and":[19,63,138],"understanding":[20],"these":[21],"data":[22],"challenging":[24],"problems":[25],"in":[26],"biomedical":[27],"engineering.":[28],"A":[29],"microelectrode":[30],"commonly":[31],"records":[32],"activity":[34],"multiple":[36],"neurons.":[37],"Spike":[38],"sorting":[39,143],"is":[40,72,128],"a":[41,51,57,106],"process":[42],"classifying":[44],"every":[45],"action":[47],"potential":[48],"(spike)":[49],"to":[50,74,116,131],"particular":[52],"neuron.":[53],"This":[54],"paper":[55],"proposes":[56],"combination":[58,135],"between":[59],"diffusion":[60],"maps":[61],"(DM)":[62],"mean":[64],"shift":[65,88],"clustering":[66,89,140],"method":[67,127],"for":[68],"spike":[69,76,85,142],"sorting.":[70],"DM":[71,100,114],"utilized":[73],"extract":[75],"features,":[77],"which":[78,95],"highly":[80],"capable":[81],"discriminating":[83],"different":[84],"shapes.":[86],"Mean":[87],"provides":[90],"an":[91],"automatic":[92],"unsupervised":[93],"clustering,":[94],"takes":[96],"extracted":[97,112],"features":[98,111],"from":[99],"as":[101],"inputs.":[102],"Experimental":[103],"results":[104],"show":[105],"noticeable":[107],"dominance":[108],"by":[113,119],"compared":[115],"those":[117],"selected":[118],"wavelet":[120],"transformation":[121],"(WT).":[122],"Accordingly,":[123],"proposed":[125],"integrated":[126],"significantly":[129],"superior":[130],"popular":[133],"existing":[134],"WT":[137],"superparamagnetic":[139],"regarding":[141],"accuracy.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
