{"id":"https://openalex.org/W2901050347","doi":"https://doi.org/10.1002/adma.201803849","title":"Quasi\u2010Hodgkin\u2013Huxley Neurons with Leaky Integrate\u2010and\u2010Fire Functions Physically Realized with Memristive Devices","display_name":"Quasi\u2010Hodgkin\u2013Huxley Neurons with Leaky Integrate\u2010and\u2010Fire Functions Physically Realized with Memristive Devices","publication_year":2018,"publication_date":"2018-11-20","ids":{"openalex":"https://openalex.org/W2901050347","doi":"https://doi.org/10.1002/adma.201803849","mag":"2901050347","pmid":"https://pubmed.ncbi.nlm.nih.gov/30461092"},"language":"en","primary_location":{"id":"doi:10.1002/adma.201803849","doi":"https://doi.org/10.1002/adma.201803849","is_oa":false,"landing_page_url":"https://doi.org/10.1002/adma.201803849","pdf_url":null,"source":{"id":"https://openalex.org/S99352657","display_name":"Advanced Materials","issn_l":"0935-9648","issn":["0935-9648","1521-4095"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Materials","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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":null,"display_name":"He\u2010Ming Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He\u2010Ming Huang","raw_affiliation_strings":["Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030058072","display_name":"Rui Yang","orcid":"https://orcid.org/0000-0002-1886-5286","observed_orcids":["https://orcid.org/0000-0002-1886-5286","https://orcid.org/0000-0002-7143-5568"]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Yang","raw_affiliation_strings":["Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101485018","display_name":"Zheng\u2010Hua Tan","orcid":"https://orcid.org/0000-0002-2081-8534","observed_orcids":["https://orcid.org/0000-0002-2081-8534"]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng\u2010Hua Tan","raw_affiliation_strings":["Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101086305","display_name":"Hui\u2010Kai He","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui\u2010Kai He","raw_affiliation_strings":["Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008136211","display_name":"Wen Zhou","orcid":"https://orcid.org/0000-0002-9037-1803","observed_orcids":["https://orcid.org/0000-0002-9037-1803"]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Zhou","raw_affiliation_strings":["Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112351899","display_name":"Jue Xiong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jue Xiong","raw_affiliation_strings":["Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048383501","display_name":"Xin Guo","orcid":"https://orcid.org/0000-0003-1546-8119","observed_orcids":["https://orcid.org/0000-0003-1546-8119"]},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Guo","raw_affiliation_strings":["Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-1546-8119","affiliations":[{"raw_affiliation_string":"Laboratory of Solid State Ionics, School of Materials Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074 P. R. China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030058072","https://openalex.org/A5048383501"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":6070,"currency":"USD","value_usd":6070},"apc_paid":null,"fwci":4.2989,"has_fulltext":false,"cited_by_count":159,"citation_normalized_percentile":{"value":0.95248008,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"31","issue":"3","first_page":"e1803849","last_page":"e1803849"},"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.0,"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/leaky-integrate-and-fire-neurons","display_name":"leaky integrate-and-fire neurons","score":0.9649999737739563},{"id":"https://openalex.org/keywords/artificial-neurons","display_name":"artificial neurons","score":0.8009999990463257},{"id":"https://openalex.org/keywords/memristors","display_name":"memristors","score":0.9729999899864197},{"id":"https://openalex.org/keywords/resistive-switching","display_name":"resistive switching","score":0.8460000157356262},{"id":"https://openalex.org/keywords/proton-migration","display_name":"proton migration","score":0.9039999842643738},{"id":"https://openalex.org/keywords/neuromorphic-computing","display_name":"neuromorphic computing","score":0.9240000247955322},{"id":"https://openalex.org/keywords/volatile-memory","display_name":"volatile memory","score":0.42500001192092896}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9267619848251343},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8020001649856567},{"id":"https://openalex.org/C2778794669","wikidata":"https://www.wikidata.org/wiki/Q43054","display_name":"Neuron","level":2,"score":0.5936149954795837},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5761875510215759},{"id":"https://openalex.org/C101877181","wikidata":"https://www.wikidata.org/wiki/Q995215","display_name":"Hodgkin\u2013Huxley model","level":2,"score":0.535966157913208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4468817412853241},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43072906136512756},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.41707277297973633},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.4110478460788727},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.33764636516571045},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3349827826023102},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3177751898765564},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25136101245880127},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21329858899116516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17562147974967957},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1370963752269745},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12065878510475159},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08942398428916931},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011522","descriptor_name":"Protons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055615","descriptor_name":"Electrical Equipment and Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1002/adma.201803849","doi":"https://doi.org/10.1002/adma.201803849","is_oa":false,"landing_page_url":"https://doi.org/10.1002/adma.201803849","pdf_url":null,"source":{"id":"https://openalex.org/S99352657","display_name":"Advanced Materials","issn_l":"0935-9648","issn":["0935-9648","1521-4095"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Materials","raw_type":"journal-article"},{"id":"pmid:30461092","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30461092","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,"listed_in":[],"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":"Advanced materials (Deerfield Beach, Fla.)","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2685544773","display_name":"\u8d85\u8584\u4e8c\u7ef4\u8fc7\u6e21\u91d1\u5c5e\u786b\u5316\u7269\u4e8c\u9636\u5fc6\u963b\u7a81\u89e6\u5668\u4ef6\u53ca\u5176\u963b\u53d8\u673a\u5236\u7814\u7a76","funder_award_id":"51772112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3897160725","display_name":null,"funder_award_id":"51372094","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249430213","display_name":"\u57fa\u4e8e\u540c\u6b65\u8f90\u5c04\u7684\u9499\u949b\u77ff\u5173\u8054\u6c27\u5316\u7269\u7c7b\u7535\u6c60\u5fc6\u963b\u7a81\u89e6\u6743\u91cd\u8c03\u63a7\u53ca\u5176\u963b\u53d8\u673a\u5236\u7814\u7a76","funder_award_id":"U1832116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5965825912","display_name":null,"funder_award_id":"2016YXZD058","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321883","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1486852018","https://openalex.org/W1512746852","https://openalex.org/W1542981317","https://openalex.org/W1926340497","https://openalex.org/W1967636397","https://openalex.org/W1970320842","https://openalex.org/W1975647260","https://openalex.org/W1990108305","https://openalex.org/W2001988167","https://openalex.org/W2009704195","https://openalex.org/W2016922062","https://openalex.org/W2022442596","https://openalex.org/W2053219565","https://openalex.org/W2067468835","https://openalex.org/W2069562046","https://openalex.org/W2070160942","https://openalex.org/W2071947829","https://openalex.org/W2087307768","https://openalex.org/W2091551050","https://openalex.org/W2092268242","https://openalex.org/W2094325813","https://openalex.org/W2109529551","https://openalex.org/W2129610161","https://openalex.org/W2151176100","https://openalex.org/W2162341456","https://openalex.org/W2173266237","https://openalex.org/W2180403843","https://openalex.org/W2202139434","https://openalex.org/W2260028708","https://openalex.org/W2322919894","https://openalex.org/W2334364695","https://openalex.org/W2389556795","https://openalex.org/W2525649597","https://openalex.org/W2529705929","https://openalex.org/W2539936858","https://openalex.org/W2582645878","https://openalex.org/W2591029953","https://openalex.org/W2601335654","https://openalex.org/W2606188106","https://openalex.org/W2607036705","https://openalex.org/W2613569301","https://openalex.org/W2619008758","https://openalex.org/W2766102379","https://openalex.org/W2766447205","https://openalex.org/W2771420577","https://openalex.org/W2774028874","https://openalex.org/W2792208628","https://openalex.org/W2792604105","https://openalex.org/W2793361448","https://openalex.org/W2886819279","https://openalex.org/W2953212265"],"related_works":["https://openalex.org/W2909847341","https://openalex.org/W4286656292","https://openalex.org/W4281391548","https://openalex.org/W3017253501","https://openalex.org/W4402401338","https://openalex.org/W3037520988","https://openalex.org/W4412894803","https://openalex.org/W4205624512","https://openalex.org/W2582645878","https://openalex.org/W4399802472"],"abstract_inverted_index":{"Abstract":[0],"Artificial":[1],"neurons":[2,48,100],"with":[3,18,49,56],"functions":[4,52],"such":[5],"as":[6],"leaky":[7,50],"integrate\u2010and\u2010fire":[8,30,51],"(LIF)":[9],"and":[10,33,107],"spike":[11],"output":[12],"are":[13,53,101],"essential":[14],"for":[15,113],"brain\u2010inspired":[16],"computation":[17],"high":[19],"efficiency.":[20],"However,":[21],"previously":[22],"implemented":[23],"artificial":[24],"neurons,":[25,29,32,35,109],"e.g.,":[26],"Hodgkin\u2013Huxley":[27],"(HH)":[28],"(IF)":[31],"LIF":[34,108],"only":[36],"achieve":[37],"partial":[38],"functionality":[39],"of":[40,70,79,84],"a":[41,57],"biological":[42,97],"neuron.":[43],"In":[44],"this":[45],"work,":[46],"quasi\u2010HH":[47,99],"physically":[54],"demonstrated":[55],"volatile":[58],"memristive":[59],"device,":[60],"W/WO":[61],"3":[62],"/poly(3,4\u2010ethylenedioxythiophene):":[63],"polystyrene":[64],"sulfonate/Pt.":[65],"The":[66],"resistive":[67],"switching":[68],"behavior":[69],"the":[71,77,82,104],"device":[72],"can":[73],"be":[74],"attributed":[75],"to":[76,95],"migration":[78,83],"protons,":[80],"unlike":[81],"oxygen":[85],"ions":[86],"normally":[87],"involved":[88],"in":[89],"oxide\u2010based":[90],"memristors.":[91],"With":[92],"multifunctions":[93],"similar":[94],"their":[96,111],"counterparts,":[98],"advantageous":[102],"over":[103],"reported":[105],"HH":[106],"demonstrating":[110],"potential":[112],"neuromorphic":[114],"computing":[115],"applications.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":8}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2018-11-29T00:00:00"}
