{"id":"https://openalex.org/W3207885606","doi":"https://doi.org/10.1145/3477145.3477153","title":"Temporal Learning with Biologically Fitted SNN Models","display_name":"Temporal Learning with Biologically Fitted SNN Models","publication_year":2021,"publication_date":"2021-07-27","ids":{"openalex":"https://openalex.org/W3207885606","doi":"https://doi.org/10.1145/3477145.3477153","mag":"3207885606"},"language":"en","primary_location":{"id":"doi:10.1145/3477145.3477153","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477145.3477153","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477145.3477153","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Neuromorphic Systems 2021","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3477145.3477153","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100617495","display_name":"Yuan Zeng","orcid":"https://orcid.org/0000-0002-5550-9379"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yuan Zeng","raw_affiliation_strings":["Lehigh University, USA"],"affiliations":[{"raw_affiliation_string":"Lehigh University, USA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069590039","display_name":"Terrence C. Stewart","orcid":"https://orcid.org/0000-0002-1445-7613"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Terrence C Stewart","raw_affiliation_strings":["National Research Council Canada, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086479299","display_name":"Zubayer Ibne Ferdous","orcid":"https://orcid.org/0000-0003-1464-677X"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zubayer Ibne Ferdous","raw_affiliation_strings":["Lehigh University, USA"],"affiliations":[{"raw_affiliation_string":"Lehigh University, USA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075597753","display_name":"Yevgeny Berdichevsky","orcid":"https://orcid.org/0000-0001-7539-601X"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yevgeny Berdichevsky","raw_affiliation_strings":["Lehigh University, USA"],"affiliations":[{"raw_affiliation_string":"Lehigh University, USA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028757963","display_name":"Xiaochen Guo","orcid":"https://orcid.org/0000-0001-7704-0412"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaochen Guo","raw_affiliation_strings":["Lehigh University, USA"],"affiliations":[{"raw_affiliation_string":"Lehigh University, USA","institution_ids":["https://openalex.org/I186143895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100617495"],"corresponding_institution_ids":["https://openalex.org/I186143895"],"apc_list":null,"apc_paid":null,"fwci":0.1011,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44526317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.9994999766349792,"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":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.8126888275146484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.777129054069519},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6672268509864807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.59749436378479},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5398532748222351},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5160662531852722},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.510181188583374},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.44934970140457153},{"id":"https://openalex.org/keywords/models-of-neural-computation","display_name":"Models of neural computation","score":0.41912198066711426},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41806361079216003},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1307843029499054}],"concepts":[{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.8126888275146484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777129054069519},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6672268509864807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.59749436378479},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5398532748222351},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5160662531852722},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.510181188583374},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.44934970140457153},{"id":"https://openalex.org/C3832189","wikidata":"https://www.wikidata.org/wiki/Q8588916","display_name":"Models of neural computation","level":3,"score":0.41912198066711426},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41806361079216003},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1307843029499054},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3477145.3477153","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477145.3477153","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477145.3477153","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Neuromorphic Systems 2021","raw_type":"proceedings-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:80d94a25-e3d4-43db-a6ef-06ad1ef5c43b","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=80d94a25-e3d4-43db-a6ef-06ad1ef5c43b","pdf_url":"https://nrc-publications.canada.ca/eng/view/ft/?id=80d94a25-e3d4-43db-a6ef-06ad1ef5c43b","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1145/3477145.3477153","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477145.3477153","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477145.3477153","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Neuromorphic Systems 2021","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3207885606.pdf","grobid_xml":"https://content.openalex.org/works/W3207885606.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W101771737","https://openalex.org/W1793067680","https://openalex.org/W1836848727","https://openalex.org/W1947103654","https://openalex.org/W1980618916","https://openalex.org/W1985940938","https://openalex.org/W2016017126","https://openalex.org/W2016708835","https://openalex.org/W2017864163","https://openalex.org/W2019598563","https://openalex.org/W2020676607","https://openalex.org/W2028912110","https://openalex.org/W2111701494","https://openalex.org/W2141166794","https://openalex.org/W2150447451","https://openalex.org/W2150474797","https://openalex.org/W2167095271","https://openalex.org/W2498647973","https://openalex.org/W2763895055","https://openalex.org/W2794838289","https://openalex.org/W2892077605","https://openalex.org/W2907149254","https://openalex.org/W2907516714","https://openalex.org/W2947001849","https://openalex.org/W2949676527","https://openalex.org/W2962737463","https://openalex.org/W2963760575","https://openalex.org/W2970783931","https://openalex.org/W2980609230","https://openalex.org/W3024845266","https://openalex.org/W4234546939","https://openalex.org/W4301319368"],"related_works":["https://openalex.org/W2111622281","https://openalex.org/W2170504222","https://openalex.org/W2246189160","https://openalex.org/W2053996599","https://openalex.org/W4297619707","https://openalex.org/W1994142864","https://openalex.org/W4378501503","https://openalex.org/W4386423180","https://openalex.org/W3102087395","https://openalex.org/W4317935374"],"abstract_inverted_index":{"Spiking":[0],"Neural":[1],"Networks":[2],"(SNN)":[3],"can":[4],"model":[5,18,24],"biological":[6,93],"neural":[7,51],"networks":[8,52],"with":[9],"different":[10,68,92,97],"levels":[11],"of":[12,46],"details.":[13],"There":[14],"are":[15],"trade-offs":[16],"between":[17],"fidelity":[19],"and":[20,36,83,95],"computation":[21,38,62],"efficiency.":[22],"Which":[23],"is":[25,42],"the":[26,34,37,47,57,76,79,84],"most":[27],"appropriate":[28],"one":[29],"to":[30,53,59],"use":[31],"depends":[32],"on":[33],"goal":[35],"task.":[39],"Temporal":[40],"learning":[41,98],"an":[43],"important":[44],"feature":[45],"brain,":[48],"which":[49,74],"requires":[50],"integrate":[54],"information":[55],"from":[56],"past":[58],"solve":[60],"present":[61],"tasks.":[63],"Prior":[64],"work":[65],"has":[66],"proposed":[67],"SNN":[69],"models":[70,90],"for":[71],"temporal":[72],"learning,":[73],"includes":[75],"Leaky-Integrate-and-Fire":[77,81,87],"(LIF),":[78],"Adaptive":[80,86],"(ALIF),":[82],"Exponential":[85],"(AdEx).":[88],"These":[89],"capture":[91],"details":[94],"exhibit":[96],"properties.":[99]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
