{"id":"https://openalex.org/W2584461129","doi":"https://doi.org/10.1109/icecs.2016.7841137","title":"Brain-inspired pattern classification with memristive neural network using the Hodgkin-Huxley neuron","display_name":"Brain-inspired pattern classification with memristive neural network using the Hodgkin-Huxley neuron","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2584461129","doi":"https://doi.org/10.1109/icecs.2016.7841137","mag":"2584461129"},"language":"en","primary_location":{"id":"doi:10.1109/icecs.2016.7841137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2016.7841137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS)","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/A5012864861","display_name":"Amirali Amirsoleimani","orcid":"https://orcid.org/0000-0001-5760-6861"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Amirali Amirsoleimani","raw_affiliation_strings":["Research Center for Integrated Microsystems University of Windsor Windsor, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Research Center for Integrated Microsystems University of Windsor Windsor, Ontario, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116239815","display_name":"Majid Ahmadi","orcid":"https://orcid.org/0009-0006-4046-2121"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Majid Ahmadi","raw_affiliation_strings":["Research Center for Integrated Microsystems University of Windsor Windsor, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Research Center for Integrated Microsystems University of Windsor Windsor, Ontario, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100833525","display_name":"Arash Ahmadi","orcid":"https://orcid.org/0000-0001-5094-5967"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Arash Ahmadi","raw_affiliation_strings":["Research Center for Integrated Microsystems University of Windsor Windsor, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Research Center for Integrated Microsystems University of Windsor Windsor, Ontario, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057702106","display_name":"Mounir Boukadoum","orcid":"https://orcid.org/0000-0002-4894-2350"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mounir Boukadoum","raw_affiliation_strings":["University of Quebec at Montreal (UQAM) Montreal, Microelectronics Prototyping Research Lab., Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"University of Quebec at Montreal (UQAM) Montreal, Microelectronics Prototyping Research Lab., Quebec, Canada","institution_ids":["https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012864861"],"corresponding_institution_ids":["https://openalex.org/I74413500"],"apc_list":null,"apc_paid":null,"fwci":0.7351,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76283518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"18","issue":null,"first_page":"81","last_page":"84"},"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":0.9994000196456909,"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/T12236","display_name":"Photoreceptor and optogenetics research","score":0.9980999827384949,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9345965385437012},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.8356178998947144},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.7989444732666016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7184514403343201},{"id":"https://openalex.org/keywords/spike-timing-dependent-plasticity","display_name":"Spike-timing-dependent plasticity","score":0.6623109579086304},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.61197429895401},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5767200589179993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5474553108215332},{"id":"https://openalex.org/keywords/hodgkin\u2013huxley-model","display_name":"Hodgkin\u2013Huxley model","score":0.4906240999698639},{"id":"https://openalex.org/keywords/physical-neural-network","display_name":"Physical neural network","score":0.4552116096019745},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.43318960070610046},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3672674298286438},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3354169726371765},{"id":"https://openalex.org/keywords/synaptic-plasticity","display_name":"Synaptic plasticity","score":0.23651349544525146},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.23052150011062622},{"id":"https://openalex.org/keywords/types-of-artificial-neural-networks","display_name":"Types of artificial neural networks","score":0.1632390320301056},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.12738361954689026},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12003910541534424},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08566340804100037}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9345965385437012},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8356178998947144},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7989444732666016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184514403343201},{"id":"https://openalex.org/C159919123","wikidata":"https://www.wikidata.org/wiki/Q7577157","display_name":"Spike-timing-dependent plasticity","level":4,"score":0.6623109579086304},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.61197429895401},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5767200589179993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5474553108215332},{"id":"https://openalex.org/C101877181","wikidata":"https://www.wikidata.org/wiki/Q995215","display_name":"Hodgkin\u2013Huxley model","level":2,"score":0.4906240999698639},{"id":"https://openalex.org/C33766855","wikidata":"https://www.wikidata.org/wiki/Q7189618","display_name":"Physical neural network","level":5,"score":0.4552116096019745},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.43318960070610046},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3672674298286438},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3354169726371765},{"id":"https://openalex.org/C98229152","wikidata":"https://www.wikidata.org/wiki/Q1551556","display_name":"Synaptic plasticity","level":3,"score":0.23651349544525146},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.23052150011062622},{"id":"https://openalex.org/C177973122","wikidata":"https://www.wikidata.org/wiki/Q7860946","display_name":"Types of artificial neural networks","level":4,"score":0.1632390320301056},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.12738361954689026},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12003910541534424},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08566340804100037},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecs.2016.7841137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2016.7841137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1814548317","https://openalex.org/W1953553490","https://openalex.org/W1968288892","https://openalex.org/W1973200562","https://openalex.org/W1985940938","https://openalex.org/W1986623396","https://openalex.org/W2045614943","https://openalex.org/W2101091847","https://openalex.org/W2515101082","https://openalex.org/W2603064927","https://openalex.org/W6736339276"],"related_works":["https://openalex.org/W2087642216","https://openalex.org/W2783568002","https://openalex.org/W2019421138","https://openalex.org/W2767624311","https://openalex.org/W3215828240","https://openalex.org/W4280603446","https://openalex.org/W2132696896","https://openalex.org/W2386387936","https://openalex.org/W231429620","https://openalex.org/W1653502498"],"abstract_inverted_index":{"Recent":[0],"findings":[1],"about":[2],"using":[3],"memristor":[4],"devices":[5],"to":[6,61,84],"mimic":[7],"biological":[8],"synapses":[9,60],"in":[10,17],"neuromorphic":[11,65],"systems":[12],"open":[13],"a":[14,39,63],"new":[15],"vision":[16],"neuroscience.":[18],"Ultra-dense":[19],"learning":[20,75],"architectures":[21],"can":[22],"be":[23],"implemented":[24],"through":[25],"the":[26,70,86,89],"Spike-Timing-Dependent-Plasticity":[27],"(STDP)":[28],"mechanism":[29,76],"by":[30],"exploiting":[31],"these":[32],"nanoscale":[33],"nonvolatile":[34],"devices.":[35],"In":[36],"this":[37],"paper,":[38],"Spiking":[40],"Neural":[41],"Network":[42],"(SNN)":[43],"that":[44],"uses":[45],"biologically":[46],"plausible":[47],"mechanisms":[48],"is":[49],"implemented.":[50],"The":[51,67],"proposed":[52,71,90],"SNN":[53,72],"relies":[54],"on":[55],"Hodgkin-Huxley":[56],"neurons":[57],"and":[58,73,79],"memristor-based":[59],"implement":[62],"bio-inspired":[64],"platform.":[66],"behavior":[68],"of":[69,88],"its":[74],"are":[77,82],"discussed,":[78],"test":[80],"results":[81],"provided":[83],"show":[85],"effectiveness":[87],"design":[91],"for":[92],"pattern":[93],"classification":[94],"applications.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
