{"id":"https://openalex.org/W2086813972","doi":"https://doi.org/10.1109/sisy.2012.6339535","title":"Explicit Markov counting model of inter-spike interval time series","display_name":"Explicit Markov counting model of inter-spike interval time series","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2086813972","doi":"https://doi.org/10.1109/sisy.2012.6339535","mag":"2086813972"},"language":"en","primary_location":{"id":"doi:10.1109/sisy.2012.6339535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2012.6339535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","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/A5016282913","display_name":"Gorana Mijatovi\u0107","orcid":"https://orcid.org/0000-0002-7409-8130"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"G. Mijatovic","raw_affiliation_strings":["Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia#TAB#","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003713136","display_name":"Tatjana Lon\u010dar-Turukalo","orcid":"https://orcid.org/0000-0002-3582-8073"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"T. Loncar Turukalo","raw_affiliation_strings":["Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia#TAB#","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030298393","display_name":"L\u00e1szl\u00f3 N\u00e9gyessy","orcid":"https://orcid.org/0000-0002-4369-0406"},"institutions":[{"id":"https://openalex.org/I4210126225","display_name":"Wigner Research Centre for Physics","ror":"https://ror.org/035dsb084","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210126225","https://openalex.org/I4387152226"]},{"id":"https://openalex.org/I4210090693","display_name":"Institute for Particle and Nuclear Physics","ror":"https://ror.org/008mx9f83","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210090693","https://openalex.org/I4210126225","https://openalex.org/I4387152226"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"L. Negyessy","raw_affiliation_strings":["Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Budapest, Hungary","institution_ids":["https://openalex.org/I4210126225","https://openalex.org/I4210090693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075784799","display_name":"F\u00fcl\u00f6p Bazs\u00f3","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090693","display_name":"Institute for Particle and Nuclear Physics","ror":"https://ror.org/008mx9f83","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210090693","https://openalex.org/I4210126225","https://openalex.org/I4387152226"]},{"id":"https://openalex.org/I4210126225","display_name":"Wigner Research Centre for Physics","ror":"https://ror.org/035dsb084","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210126225","https://openalex.org/I4387152226"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"F. Bazso","raw_affiliation_strings":["Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Budapest, Hungary","institution_ids":["https://openalex.org/I4210126225","https://openalex.org/I4210090693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010602273","display_name":"Emmanuel Procyk","orcid":"https://orcid.org/0000-0001-7486-4993"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210129939","display_name":"Institut Cellule Souche et Cerveau","ror":"https://ror.org/03m0zs870","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I4210088668","https://openalex.org/I4210129939"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. Procyk","raw_affiliation_strings":["Inserm U846 Stem Cell and Brain Research Institute, University of Lyon I, France","Inserm U846 Stem Cell and Brain Research Institute, University of Lyon, France"],"affiliations":[{"raw_affiliation_string":"Inserm U846 Stem Cell and Brain Research Institute, University of Lyon I, France","institution_ids":["https://openalex.org/I4210129939","https://openalex.org/I154526488","https://openalex.org/I100532134"]},{"raw_affiliation_string":"Inserm U846 Stem Cell and Brain Research Institute, University of Lyon, France","institution_ids":["https://openalex.org/I4210129939","https://openalex.org/I154526488","https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001888030","display_name":"L\u00e1szl\u00f3 Zal\u00e1nyi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126225","display_name":"Wigner Research Centre for Physics","ror":"https://ror.org/035dsb084","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210126225","https://openalex.org/I4387152226"]},{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]},{"id":"https://openalex.org/I4210090693","display_name":"Institute for Particle and Nuclear Physics","ror":"https://ror.org/008mx9f83","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210090693","https://openalex.org/I4210126225","https://openalex.org/I4387152226"]}],"countries":["HU","RS"],"is_corresponding":false,"raw_author_name":"L. Zalanyi","raw_affiliation_strings":["Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Budapest, Hungary","institution_ids":["https://openalex.org/I4210126225","https://openalex.org/I4210090693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068423655","display_name":"J. Minich","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158487","display_name":"Technical College of Applied Sciences","ror":"https://ror.org/051dyvc17","country_code":"RS","type":"education","lineage":["https://openalex.org/I4210158487"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"J. Minich","raw_affiliation_strings":["College of Applied Sciences, SU-Tech, Subotica, Serbia","SU-Tech, College of Applied Sciences, Subotica, Serbia"],"affiliations":[{"raw_affiliation_string":"College of Applied Sciences, SU-Tech, Subotica, Serbia","institution_ids":["https://openalex.org/I4210158487"]},{"raw_affiliation_string":"SU-Tech, College of Applied Sciences, Subotica, Serbia","institution_ids":["https://openalex.org/I4210158487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058331388","display_name":"Dragana Baji\u0107","orcid":"https://orcid.org/0000-0002-4662-7939"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"D. Bajic","raw_affiliation_strings":["Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Department of Telecommunications and Signal Processing, University of Novi Sad, Serbia#TAB#","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5016282913"],"corresponding_institution_ids":["https://openalex.org/I170726198"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.1439498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"23","issue":null,"first_page":"311","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9980999827384949,"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":0.9980999827384949,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10320","display_name":"Neural Networks and Applications","score":0.989300012588501,"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/markov-chain","display_name":"Markov chain","score":0.7567682266235352},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7101552486419678},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6494286060333252},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6029808521270752},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.5372891426086426},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.44952619075775146},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.44315677881240845},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4332903027534485},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.42918121814727783},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4232713282108307},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.39016833901405334},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3783669173717499},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.3776940107345581},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3654819130897522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21509045362472534},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1960192322731018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1081584095954895}],"concepts":[{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.7567682266235352},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7101552486419678},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6494286060333252},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6029808521270752},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.5372891426086426},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.44952619075775146},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.44315677881240845},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4332903027534485},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.42918121814727783},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4232713282108307},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.39016833901405334},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3783669173717499},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.3776940107345581},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3654819130897522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21509045362472534},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1960192322731018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1081584095954895},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy.2012.6339535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2012.6339535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W122265700","https://openalex.org/W1995702881","https://openalex.org/W2000053864","https://openalex.org/W2000334073","https://openalex.org/W2099764401","https://openalex.org/W2109602542","https://openalex.org/W2166866921","https://openalex.org/W2170759423"],"related_works":["https://openalex.org/W2347733609","https://openalex.org/W2066502241","https://openalex.org/W2605475288","https://openalex.org/W2292976891","https://openalex.org/W4240383795","https://openalex.org/W4245457074","https://openalex.org/W2128683635","https://openalex.org/W2008809748","https://openalex.org/W2140857733","https://openalex.org/W2951620698"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"the":[3,41,44,52,101,104,110,115,122],"inter-spike":[4],"intervals":[5],"(ISI)":[6],"time":[7,32],"series":[8,33,77,82],"are":[9,19,119],"recorded":[10],"in":[11],"awake,":[12],"behaving":[13],"macaque":[14],"monkeys":[15],"and":[16,47,60,80,86,103,126],"their":[17],"differences":[18],"modeled":[20],"as":[21,55,57,89,91,107,109],"a":[22,72],"counting":[23],"explicit":[24],"finite":[25],"Markov":[26,53,68],"chain.":[27],"The":[28,37],"average":[29],"length":[30],"of":[31,51,67,124],"was":[34],"3050":[35],"samples.":[36],"parameters":[38],"investigated":[39],"were:":[40],"state":[42,66,102],"probability,":[43],"transition":[45,105],"probability":[46],"normalized":[48],"count":[49,111],"histogram":[50],"chain,":[54],"well":[56,90,108],"ISI":[58,61],"interval":[59],"difference":[62],"associated":[63],"to":[64,114],"each":[65,76],"model":[69],"separately.":[70],"As":[71],"control":[73],"parameter,":[74],"for":[75,121],"pseudorandom":[78],"Gaussian":[79],"uniform":[81],"with":[83],"same":[84],"mean":[85],"standard":[87],"deviation,":[88],"isodistributional":[92],"surrogates":[93],"were":[94],"generated.":[95],"An":[96],"unexpected":[97],"conclusion":[98],"is":[99],"that":[100,118],"probabilities,":[106],"histogram,":[112],"correspond":[113],"exact":[116],"formulae":[117],"derived":[120],"differentials":[123],"independent":[125],"identically":[127],"distributed":[128],"(i.i.d.)":[129],"random":[130],"data":[131],"series.":[132]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
