{"id":"https://openalex.org/W4295421028","doi":"https://doi.org/10.1109/embc48229.2022.9870915","title":"Real-Time Generation of Hyperbolic Neuronal Spiking Patterns","display_name":"Real-Time Generation of Hyperbolic Neuronal Spiking Patterns","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295421028","doi":"https://doi.org/10.1109/embc48229.2022.9870915","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086228"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9870915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870915","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th 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/A5085297712","display_name":"Aidan J Prendergast","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aidan J. Prendergast","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University,West Lafayette,IN,USA,47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University,West Lafayette,IN,USA,47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101800671","display_name":"Mohammad Javad Hosseini","orcid":"https://orcid.org/0000-0002-1377-9274"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Javad Mirshojaeian Hosseini","raw_affiliation_strings":["School of Engineering Technology, Purdue University,West Lafayette,IN,USA,47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Technology, Purdue University,West Lafayette,IN,USA,47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080572981","display_name":"Robert A. Nawrocki","orcid":"https://orcid.org/0000-0003-0695-3868"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert A. Nawrocki","raw_affiliation_strings":["School of Engineering Technology, Purdue University,West Lafayette,IN,USA,47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Technology, Purdue University,West Lafayette,IN,USA,47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031601451","display_name":"Miad Faezipour","orcid":"https://orcid.org/0000-0003-2684-0887"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miad Faezipour","raw_affiliation_strings":["School of Engineering Technology, Electrical &#x0026; Computer Engineering Technology, Purdue University,West Lafayette,IN,USA,47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Technology, Electrical &#x0026; Computer Engineering Technology, Purdue University,West Lafayette,IN,USA,47907","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.826,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64972093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"707","last_page":"710"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":1.0,"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":0.9998000264167786,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.7885900139808655},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.7280409932136536},{"id":"https://openalex.org/keywords/neuromodulation","display_name":"Neuromodulation","score":0.7201883792877197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6696636080741882},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5520777702331543},{"id":"https://openalex.org/keywords/neurostimulation","display_name":"Neurostimulation","score":0.4726604223251343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.455829918384552},{"id":"https://openalex.org/keywords/neuroinformatics","display_name":"Neuroinformatics","score":0.4505321979522705},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3620482087135315},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.34732696413993835},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12128028273582458}],"concepts":[{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7885900139808655},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.7280409932136536},{"id":"https://openalex.org/C2780375056","wikidata":"https://www.wikidata.org/wiki/Q905905","display_name":"Neuromodulation","level":3,"score":0.7201883792877197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6696636080741882},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5520777702331543},{"id":"https://openalex.org/C2776443511","wikidata":"https://www.wikidata.org/wiki/Q1724687","display_name":"Neurostimulation","level":3,"score":0.4726604223251343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.455829918384552},{"id":"https://openalex.org/C205427263","wikidata":"https://www.wikidata.org/wiki/Q1931480","display_name":"Neuroinformatics","level":2,"score":0.4505321979522705},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3620482087135315},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.34732696413993835},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12128028273582458}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"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":"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}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9870915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870915","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36086228","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086228","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":14,"referenced_works":["https://openalex.org/W1985940938","https://openalex.org/W1989412295","https://openalex.org/W2130375252","https://openalex.org/W2164653071","https://openalex.org/W2594104185","https://openalex.org/W2744015186","https://openalex.org/W2751348281","https://openalex.org/W2783606874","https://openalex.org/W2796371848","https://openalex.org/W2900730259","https://openalex.org/W3023242323","https://openalex.org/W3094662684","https://openalex.org/W4213161128","https://openalex.org/W6679231084"],"related_works":["https://openalex.org/W2306489308","https://openalex.org/W2139634852","https://openalex.org/W2098126715","https://openalex.org/W4387677702","https://openalex.org/W2086785494","https://openalex.org/W3089892344","https://openalex.org/W1483061794","https://openalex.org/W2198765973","https://openalex.org/W4200466513","https://openalex.org/W2960220682"],"abstract_inverted_index":{"Neuronal":[0],"spikes":[1,123],"are":[2],"referred":[3],"to":[4,17,59,77,142,162],"as":[5,22,37,39,137,139,172,174,181],"the":[6,23,31,50,91,101,108,121,125,140,144,147,187],"electric":[7],"activity":[8],"of":[9,13,42,83,87,103,128,152,164,190],"neurons":[10],"(in":[11],"terms":[12],"voltage)":[14],"in":[15,30,49,63,90,115],"response":[16],"various":[18],"biological":[19,35],"events":[20],"such":[21,180],"sodium":[24],"and":[25,94,178],"calcium":[26],"ionic":[27],"current":[28],"channels":[29],"brain.":[32],"Currently,":[33],"both":[34],"models":[36,41,62,85,127,151],"well":[38,138,173],"mathematical":[40],"neuronal":[43,112,129,153],"spiking":[44,113,130,154],"patterns":[45,114,155],"have":[46,156],"been":[47,57],"introduced":[48],"literature.":[51],"However,":[52],"very":[53],"little":[54],"attempt":[55],"has":[56],"made":[58],"run":[60,135],"these":[61,84],"real-time.":[64,116],"With":[65],"applications":[66,163],"ranging":[67],"from":[68],"hardware":[69],"neuromorphic":[70],"circuit":[71],"designs,":[72],"artificial":[73],"intelligence":[74],"(AI)":[75],"architectures,":[76],"deep":[78,182],"brain":[79,183],"stimulation,":[80],"real-time":[81,134],"generation":[82],"is":[86],"particular":[88],"interest":[89],"brain-inspired":[92],"computing/architecture":[93],"neuro-modulation/stimulation":[95],"research":[96],"communities.":[97],"This":[98],"paper":[99],"proposes":[100],"development":[102],"a":[104],"framework":[105],"for":[106,167,185],"generating":[107],"hyperbolic":[109],"based":[110],"single":[111],"Simulation":[117],"results":[118],"confirm":[119],"that":[120],"generated":[122],"resemble":[124],"existing":[126],"patterns,":[131],"with":[132,160],"additional":[133],"capability":[136],"ability":[141],"change":[143],"parameters":[145],"on":[146],"fly.":[148],"Clinical":[149],"relevance-Real-time":[150],"significant":[157],"clinical":[158,175],"relevance":[159],"respect":[161],"neuromorphic/AI":[165],"chips":[166],"medical":[168],"image":[169],"processing/computer":[170],"vision,":[171],"neuroscience,":[176],"neuromodulation":[177],"neurostimulation":[179],"stimulation":[184],"modulating":[186],"abnormal":[188],"effects":[189],"neurological":[191],"diseases.":[192]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
