{"id":"https://openalex.org/W4387143188","doi":"https://doi.org/10.1088/2634-4386/acf1c4","title":"Sequence learning in a spiking neuronal network with memristive synapses","display_name":"Sequence learning in a spiking neuronal network with memristive synapses","publication_year":2023,"publication_date":"2023-09-01","ids":{"openalex":"https://openalex.org/W4387143188","doi":"https://doi.org/10.1088/2634-4386/acf1c4"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/acf1c4","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/acf1c4","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/acf1c4/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2634-4386/acf1c4/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038437740","display_name":"Younes Bouhadjar","orcid":"https://orcid.org/0000-0003-4367-8236"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I2801833913","display_name":"Ernst Ruska Centre","ror":"https://ror.org/03hass884","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I2801833913"]},{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Younes Bouhadjar","raw_affiliation_strings":["Institute of Neuroscience and Medicine (INM-6), & Institute for Advanced Simulation (IAS-6), & JARA BRAIN Institute Structure-Function Relationships (INM-10), J\u00fclich Research Centre, J\u00fclich, Germany","Peter Gr\u00fcnberg Institute (PGI-7,10), J\u00fclich Research Centre and JARA, J\u00fclich, Germany","RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4367-8236","affiliations":[{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-6), & Institute for Advanced Simulation (IAS-6), & JARA BRAIN Institute Structure-Function Relationships (INM-10), J\u00fclich Research Centre, J\u00fclich, Germany","institution_ids":["https://openalex.org/I4210133912","https://openalex.org/I171892758"]},{"raw_affiliation_string":"Peter Gr\u00fcnberg Institute (PGI-7,10), J\u00fclich Research Centre and JARA, J\u00fclich, Germany","institution_ids":["https://openalex.org/I2801833913","https://openalex.org/I171892758"]},{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080003311","display_name":"Sebastian Siegel","orcid":"https://orcid.org/0000-0001-9922-4861"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I2801833913","display_name":"Ernst Ruska Centre","ror":"https://ror.org/03hass884","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I2801833913"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Siegel","raw_affiliation_strings":["Peter Gr\u00fcnberg Institute (PGI-7,10), J\u00fclich Research Centre and JARA, J\u00fclich, Germany","RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9922-4861","affiliations":[{"raw_affiliation_string":"Peter Gr\u00fcnberg Institute (PGI-7,10), J\u00fclich Research Centre and JARA, J\u00fclich, Germany","institution_ids":["https://openalex.org/I2801833913","https://openalex.org/I171892758"]},{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065400077","display_name":"Tom Tetzlaff","orcid":"https://orcid.org/0000-0001-5794-5425"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tom Tetzlaff","raw_affiliation_strings":["Institute of Neuroscience and Medicine (INM-6), & Institute for Advanced Simulation (IAS-6), & JARA BRAIN Institute Structure-Function Relationships (INM-10), J\u00fclich Research Centre, J\u00fclich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5794-5425","affiliations":[{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-6), & Institute for Advanced Simulation (IAS-6), & JARA BRAIN Institute Structure-Function Relationships (INM-10), J\u00fclich Research Centre, J\u00fclich, Germany","institution_ids":["https://openalex.org/I4210133912","https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043692408","display_name":"Markus Diesmann","orcid":"https://orcid.org/0000-0002-2308-5727"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Diesmann","raw_affiliation_strings":["Department of Physics, Faculty 1, & Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical School, RWTH Aachen University, Aachen, Germany","Institute of Neuroscience and Medicine (INM-6), & Institute for Advanced Simulation (IAS-6), & JARA BRAIN Institute Structure-Function Relationships (INM-10), J\u00fclich Research Centre, J\u00fclich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2308-5727","affiliations":[{"raw_affiliation_string":"Department of Physics, Faculty 1, & Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical School, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-6), & Institute for Advanced Simulation (IAS-6), & JARA BRAIN Institute Structure-Function Relationships (INM-10), J\u00fclich Research Centre, J\u00fclich, Germany","institution_ids":["https://openalex.org/I4210133912","https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103038374","display_name":"Rainer Waser","orcid":"https://orcid.org/0000-0002-5426-9967"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I2801833913","display_name":"Ernst Ruska Centre","ror":"https://ror.org/03hass884","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I2801833913"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Waser","raw_affiliation_strings":["Institute of Electronic Materials (IWE 2) & JARA-FIT, RWTH Aachen University, Aachen, Germany","Peter Gr\u00fcnberg Institute (PGI-7,10), J\u00fclich Research Centre and JARA, J\u00fclich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5426-9967","affiliations":[{"raw_affiliation_string":"Institute of Electronic Materials (IWE 2) & JARA-FIT, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Peter Gr\u00fcnberg Institute (PGI-7,10), J\u00fclich Research Centre and JARA, J\u00fclich, Germany","institution_ids":["https://openalex.org/I2801833913","https://openalex.org/I171892758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016057965","display_name":"Dirk J. Wouters","orcid":"https://orcid.org/0000-0002-6766-8553"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk J Wouters","raw_affiliation_strings":["Institute of Electronic Materials (IWE 2) & JARA-FIT, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6766-8553","affiliations":[{"raw_affiliation_string":"Institute of Electronic Materials (IWE 2) & JARA-FIT, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038437740"],"corresponding_institution_ids":["https://openalex.org/I171892758","https://openalex.org/I2801833913","https://openalex.org/I4210133912","https://openalex.org/I887968799"],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":0.5064,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64620713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"3","issue":"3","first_page":"034014","last_page":"034014"},"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":0.9987999796867371,"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":0.9986000061035156,"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":0.9056824445724487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7130576968193054},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7024674415588379},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.6899957060813904},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.6509776711463928},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.6212280988693237},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5292819142341614},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.5224632024765015},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.4825376868247986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4699077010154724},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4320273697376251},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4237975478172302},{"id":"https://openalex.org/keywords/sequence-learning","display_name":"Sequence learning","score":0.4119035005569458},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34698179364204407},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.21468785405158997},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10936883091926575},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10165446996688843}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9056824445724487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7130576968193054},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7024674415588379},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6899957060813904},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.6509776711463928},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.6212280988693237},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5292819142341614},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.5224632024765015},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.4825376868247986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4699077010154724},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4320273697376251},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4237975478172302},{"id":"https://openalex.org/C40506919","wikidata":"https://www.wikidata.org/wiki/Q7452469","display_name":"Sequence learning","level":2,"score":0.4119035005569458},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34698179364204407},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.21468785405158997},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10936883091926575},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10165446996688843},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2634-4386/acf1c4","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/acf1c4","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/acf1c4/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b584c0f840e34cf08b020ef6a6551b78","is_oa":true,"landing_page_url":"https://doaj.org/article/b584c0f840e34cf08b020ef6a6551b78","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuromorphic Computing and Engineering, Vol 3, Iss 3, p 034014 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/acf1c4","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/acf1c4","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/acf1c4/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387143188.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1979854415","https://openalex.org/W1990404128","https://openalex.org/W2007815184","https://openalex.org/W2009839417","https://openalex.org/W2010315297","https://openalex.org/W2018774711","https://openalex.org/W2051137788","https://openalex.org/W2051513586","https://openalex.org/W2060694887","https://openalex.org/W2074357625","https://openalex.org/W2081209729","https://openalex.org/W2087861759","https://openalex.org/W2099554009","https://openalex.org/W2106069155","https://openalex.org/W2118071679","https://openalex.org/W2128378732","https://openalex.org/W2152353207","https://openalex.org/W2317809313","https://openalex.org/W2340258107","https://openalex.org/W2464569091","https://openalex.org/W2554279936","https://openalex.org/W2560615381","https://openalex.org/W2569368540","https://openalex.org/W2600181284","https://openalex.org/W2785141883","https://openalex.org/W2788296660","https://openalex.org/W2793181810","https://openalex.org/W2803163155","https://openalex.org/W2805362231","https://openalex.org/W2818007000","https://openalex.org/W2912240933","https://openalex.org/W2919912236","https://openalex.org/W2923010225","https://openalex.org/W2971958737","https://openalex.org/W2972401951","https://openalex.org/W2972825382","https://openalex.org/W2990887438","https://openalex.org/W2997510972","https://openalex.org/W3005906813","https://openalex.org/W3007324581","https://openalex.org/W3046016807","https://openalex.org/W3082899001","https://openalex.org/W3104162526","https://openalex.org/W3125908175","https://openalex.org/W3130048023","https://openalex.org/W3162006056","https://openalex.org/W3176354051","https://openalex.org/W3209564394","https://openalex.org/W3212705659","https://openalex.org/W4236709213","https://openalex.org/W4299286035","https://openalex.org/W4309760588","https://openalex.org/W4362593552","https://openalex.org/W4365143608","https://openalex.org/W4367668565","https://openalex.org/W6703784420","https://openalex.org/W6931531891"],"related_works":["https://openalex.org/W3192662224","https://openalex.org/W2054635671","https://openalex.org/W2545245183","https://openalex.org/W131743439","https://openalex.org/W4389072666","https://openalex.org/W2887258823","https://openalex.org/W2115659607","https://openalex.org/W2912471387","https://openalex.org/W2113117949","https://openalex.org/W2088600489"],"abstract_inverted_index":{"Abstract":[0],"Brain-inspired":[1],"computing":[2],"proposes":[3],"a":[4,71,148,203,239],"set":[5],"of":[6,38,48,98,120,128,198,205,234,255,263],"algorithmic":[7],"principles":[8],"that":[9,33,122],"hold":[10],"promise":[11],"for":[12,52],"advancing":[13],"artificial":[14,276],"intelligence.":[15],"They":[16,177],"endow":[17],"systems":[18],"with":[19,283],"self":[20],"learning":[21,43,212,266],"capabilities,":[22],"efficient":[23,182],"energy":[24,181],"usage,":[25],"and":[26,44,63,101,141,144,183,185,216,244,268,291,297],"high":[27],"storage":[28],"capacity.":[29],"A":[30,91],"core":[31],"concept":[32],"lies":[34],"at":[35,174],"the":[36,67,84,135,137,196,206,210,218,221,225,253,260,264,288,292],"heart":[37],"brain":[39,68,138],"computation":[40,49,72],"is":[41,50,73,130,281],"sequence":[42,99,211,265],"prediction.":[45],"This":[46],"form":[47],"essential":[51],"almost":[53],"all":[54],"our":[55],"daily":[56],"tasks":[57],"such":[58,70],"as":[59,156,202],"movement":[60],"generation,":[61],"perception,":[62],"language.":[64],"Understanding":[65],"how":[66],"performs":[69],"not":[74],"only":[75],"important":[76],"to":[77,82,86,273,285],"advance":[78],"neuroscience,":[79],"but":[80],"also":[81],"pave":[83],"way":[85,136],"new":[87],"technological":[88],"brain-inspired":[89],"applications.":[90],"previously":[92],"developed":[93],"spiking":[94],"neural":[95,226,277],"network":[96,227],"implementation":[97],"prediction":[100],"recall":[102],"learns":[103],"complex,":[104],"high-order":[105],"sequences":[106],"in":[107,160,209,271,287],"an":[108,246],"unsupervised":[109],"manner":[110],"by":[111],"local,":[112],"biologically":[113],"inspired":[114],"plasticity":[115,189,223],"rules.":[116,190],"An":[117],"emerging":[118],"type":[119,127],"hardware":[121],"may":[123],"efficiently":[124],"run":[125],"this":[126,192,279],"algorithm":[129],"neuromorphic":[131,161],"hardware.":[132,162],"It":[133],"emulates":[134],"processes":[139],"information":[140],"maps":[142],"neurons":[143],"synapses":[145,208],"directly":[146],"into":[147],"physical":[149],"substrate.":[150],"Memristive":[151],"devices":[152,171,201],"have":[153],"been":[154],"identified":[155],"potential":[157],"synaptic":[158],"elements":[159],"In":[163,191],"particular,":[164],"redox-induced":[165],"resistive":[166],"random":[167],"access":[168],"memories":[169],"(ReRAM)":[170],"stand":[172],"out":[173],"many":[175,274],"aspects.":[176],"permit":[178],"scalability,":[179],"are":[180],"fast,":[184],"can":[186],"implement":[187,215],"biological":[188,207],"work,":[193],"we":[194],"study":[195,252],"feasibility":[197],"using":[199,224],"ReRAM":[200,222,235],"replacement":[204],"model.":[213],"We":[214,230,251],"simulate":[217],"model":[219],"including":[220],"simulator":[228],"NEST.":[229],"investigate":[231],"two":[232],"types":[233],"memristive":[236],"devices:":[237],"(i)":[238],"gradual,":[240],"analog":[241],"switching":[242,249],"device,":[243],"(ii)":[245],"abrupt,":[247],"binary":[248],"device.":[250],"effect":[254],"different":[256],"device":[257,295,298],"properties":[258],"on":[259],"performance":[261],"characteristics":[262],"model,":[267],"demonstrate":[269],"that,":[270],"contrast":[272],"other":[275],"networks,":[278],"architecture":[280],"resilient":[282],"respect":[284],"changes":[286],"on-off":[289],"ratio":[290],"conductance":[293],"resolution,":[294],"variability,":[296],"failure.":[299]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}