{"id":"https://openalex.org/W4402210367","doi":"https://doi.org/10.1088/2634-4386/ad7755","title":"2D materials-based crossbar array for neuromorphic computing hardware","display_name":"2D materials-based crossbar array for neuromorphic computing hardware","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402210367","doi":"https://doi.org/10.1088/2634-4386/ad7755"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/ad7755","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad7755","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ad7755/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/ad7755/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084963587","display_name":"Hyeon Ji Lee","orcid":"https://orcid.org/0009-0002-3299-4604"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210092510","display_name":"National University","ror":"https://ror.org/003r3cg42","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210092510"]}],"countries":["KR","SD"],"is_corresponding":false,"raw_author_name":"Hyeon Ji Lee","raw_affiliation_strings":["Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0002-3299-4604","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210092510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086519754","display_name":"Sungwoo Park","orcid":"https://orcid.org/0009-0007-9130-709X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210092510","display_name":"National University","ror":"https://ror.org/003r3cg42","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210092510"]}],"countries":["KR","SD"],"is_corresponding":false,"raw_author_name":"Sungwoo Park","raw_affiliation_strings":["Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0007-9130-709X","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210092510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085571384","display_name":"J.H. Kim","orcid":"https://orcid.org/0009-0005-1149-7037"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210092510","display_name":"National University","ror":"https://ror.org/003r3cg42","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210092510"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]}],"countries":["KR","SD"],"is_corresponding":false,"raw_author_name":"Juhui Kim","raw_affiliation_strings":["Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, Republic of Korea","Soft Hybrid Materials Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0005-1149-7037","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210092510"]},{"raw_affiliation_string":"School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Soft Hybrid Materials Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea","institution_ids":["https://openalex.org/I58716616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074806474","display_name":"Min Hyuk Park","orcid":"https://orcid.org/0000-0001-6333-2668"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I2802457231","display_name":"New Generation University College","ror":"https://ror.org/015aem925","country_code":"ET","type":"education","lineage":["https://openalex.org/I2802457231"]},{"id":"https://openalex.org/I4210092510","display_name":"National University","ror":"https://ror.org/003r3cg42","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210092510"]}],"countries":["ET","KR","SD"],"is_corresponding":false,"raw_author_name":"Min Hyuk Park","raw_affiliation_strings":["Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","Inter-university Semiconductor Research Center, College of Engineering, Seoul National University, Seoul 08826, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6333-2668","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210092510"]},{"raw_affiliation_string":"Inter-university Semiconductor Research Center, College of Engineering, Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I2802457231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108332316","display_name":"Jihyun Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210092510","display_name":"National University","ror":"https://ror.org/003r3cg42","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210092510"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]}],"countries":["KR","SD"],"is_corresponding":false,"raw_author_name":"Jihyun Kim","raw_affiliation_strings":["Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, Republic of Korea","Soft Hybrid Materials Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-2367-8693","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210092510"]},{"raw_affiliation_string":"School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Soft Hybrid Materials Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea","institution_ids":["https://openalex.org/I58716616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082609235","display_name":"Jung Ah Lim","orcid":"https://orcid.org/0000-0002-3007-3855"},"institutions":[{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jung Ah Lim","raw_affiliation_strings":["Division of Nanoscience and Technology, KIST School, University of Science and Technology (UST), Seoul 02792, Republic of Korea","Soft Hybrid Materials Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-3007-3855","affiliations":[{"raw_affiliation_string":"Division of Nanoscience and Technology, KIST School, University of Science and Technology (UST), Seoul 02792, Republic of Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Soft Hybrid Materials Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea","institution_ids":["https://openalex.org/I58716616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017376744","display_name":"Ho Won Jang","orcid":"https://orcid.org/0000-0002-6952-7359"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I4210092510","display_name":"National University","ror":"https://ror.org/003r3cg42","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210092510"]},{"id":"https://openalex.org/I4210120602","display_name":"Advanced Institute of Convergence Technology","ror":"https://ror.org/01w62yz22","country_code":"KR","type":"facility","lineage":["https://openalex.org/I139264467","https://openalex.org/I4210120602"]}],"countries":["KR","SD"],"is_corresponding":false,"raw_author_name":"Ho Won Jang","raw_affiliation_strings":["Advance Institute of Convergence Technology, Seoul National University, Suwon 16229, Republic of Korea","Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6952-7359","affiliations":[{"raw_affiliation_string":"Advance Institute of Convergence Technology, Seoul National University, Suwon 16229, Republic of Korea","institution_ids":["https://openalex.org/I4210120602","https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, Research Institute of Advanced Materials* Seoul National University, Seoul 08826, Republic of Korea","institution_ids":["https://openalex.org/I139264467","https://openalex.org/I4210092510"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":1.7386,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84840571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"4","issue":"3","first_page":"032003","last_page":"032003"},"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9993000030517578,"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/T10275","display_name":"2D Materials and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9217230081558228},{"id":"https://openalex.org/keywords/crossbar-switch","display_name":"Crossbar switch","score":0.8898760676383972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5965903997421265},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5837230086326599},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4295838475227356},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3678855001926422},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16220319271087646},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.15771153569221497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12612035870552063}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9217230081558228},{"id":"https://openalex.org/C29984679","wikidata":"https://www.wikidata.org/wiki/Q1929149","display_name":"Crossbar switch","level":2,"score":0.8898760676383972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5965903997421265},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5837230086326599},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4295838475227356},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3678855001926422},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16220319271087646},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15771153569221497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12612035870552063}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2634-4386/ad7755","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad7755","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ad7755/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:4f2656fc04604f0b92722ef0390666a0","is_oa":true,"landing_page_url":"https://doaj.org/article/4f2656fc04604f0b92722ef0390666a0","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 4, Iss 3, p 032003 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/ad7755","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad7755","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ad7755/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":[],"awards":[{"id":"https://openalex.org/G2270502786","display_name":null,"funder_award_id":"RS-2024-00405016","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5075758318","display_name":null,"funder_award_id":"2022M3H4A1A01011993","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G6040992642","display_name":null,"funder_award_id":"2022M3H4A1A01011993","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6051294180","display_name":null,"funder_award_id":"RS-2024-00405016","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6221334833","display_name":null,"funder_award_id":"RS-2022-00154729","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320336769","display_name":"Institute of Engineering Research, Seoul National University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402210367.pdf","grobid_xml":"https://content.openalex.org/works/W4402210367.grobid-xml"},"referenced_works_count":259,"referenced_works":["https://openalex.org/W1184503651","https://openalex.org/W1489333352","https://openalex.org/W1875784636","https://openalex.org/W1977042446","https://openalex.org/W1981053966","https://openalex.org/W1981801201","https://openalex.org/W1982625282","https://openalex.org/W1982770292","https://openalex.org/W1990404128","https://openalex.org/W1990915007","https://openalex.org/W1995341919","https://openalex.org/W1998177673","https://openalex.org/W2000947237","https://openalex.org/W2002711800","https://openalex.org/W2011420303","https://openalex.org/W2011899447","https://openalex.org/W2016850415","https://openalex.org/W2017871657","https://openalex.org/W2018774711","https://openalex.org/W2023333002","https://openalex.org/W2024966938","https://openalex.org/W2025054170","https://openalex.org/W2026264728","https://openalex.org/W2038331561","https://openalex.org/W2040870580","https://openalex.org/W2040943220","https://openalex.org/W2048500784","https://openalex.org/W2050734103","https://openalex.org/W2058760746","https://openalex.org/W2065110735","https://openalex.org/W2077229119","https://openalex.org/W2078260102","https://openalex.org/W2092044679","https://openalex.org/W2096421416","https://openalex.org/W2101091847","https://openalex.org/W2107433900","https://openalex.org/W2112181056","https://openalex.org/W2114468859","https://openalex.org/W2117422822","https://openalex.org/W2123809476","https://openalex.org/W2136701956","https://openalex.org/W2153514459","https://openalex.org/W2162651880","https://openalex.org/W2221637804","https://openalex.org/W2268740063","https://openalex.org/W2294304493","https://openalex.org/W2315367031","https://openalex.org/W2319172717","https://openalex.org/W2321015465","https://openalex.org/W2322923573","https://openalex.org/W2323986115","https://openalex.org/W2331074571","https://openalex.org/W2336611641","https://openalex.org/W2336860599","https://openalex.org/W2413320322","https://openalex.org/W2415829409","https://openalex.org/W2474791916","https://openalex.org/W2475096219","https://openalex.org/W2481949062","https://openalex.org/W2514544033","https://openalex.org/W2515223004","https://openalex.org/W2520642841","https://openalex.org/W2526646482","https://openalex.org/W2583873740","https://openalex.org/W2586930867","https://openalex.org/W2597054437","https://openalex.org/W2603612808","https://openalex.org/W2613569301","https://openalex.org/W2695326174","https://openalex.org/W2758035406","https://openalex.org/W2761151964","https://openalex.org/W2768667191","https://openalex.org/W2769433089","https://openalex.org/W2775001084","https://openalex.org/W2777189444","https://openalex.org/W2781720065","https://openalex.org/W2785020229","https://openalex.org/W2785908446","https://openalex.org/W2787928838","https://openalex.org/W2789137959","https://openalex.org/W2792355974","https://openalex.org/W2792635133","https://openalex.org/W2794259680","https://openalex.org/W2795352262","https://openalex.org/W2800161635","https://openalex.org/W2802326210","https://openalex.org/W2803163155","https://openalex.org/W2806068823","https://openalex.org/W2808159717","https://openalex.org/W2883281268","https://openalex.org/W2883729924","https://openalex.org/W2886502897","https://openalex.org/W2886721396","https://openalex.org/W2887125861","https://openalex.org/W2887258823","https://openalex.org/W2888610580","https://openalex.org/W2891562717","https://openalex.org/W2899631718","https://openalex.org/W2899814233","https://openalex.org/W2902437043","https://openalex.org/W2902484723","https://openalex.org/W2902576472","https://openalex.org/W2903337915","https://openalex.org/W2907873451","https://openalex.org/W2908202869","https://openalex.org/W2908897926","https://openalex.org/W2908918158","https://openalex.org/W2914385201","https://openalex.org/W2916924271","https://openalex.org/W2921160036","https://openalex.org/W2923010225","https://openalex.org/W2924677466","https://openalex.org/W2931356678","https://openalex.org/W2939145700","https://openalex.org/W2941389263","https://openalex.org/W2942736824","https://openalex.org/W2944567429","https://openalex.org/W2947189042","https://openalex.org/W2947223894","https://openalex.org/W2947689504","https://openalex.org/W2949664934","https://openalex.org/W2951943993","https://openalex.org/W2955825191","https://openalex.org/W2957704609","https://openalex.org/W2962528925","https://openalex.org/W2963972476","https://openalex.org/W2963995352","https://openalex.org/W2964098528","https://openalex.org/W2965090014","https://openalex.org/W2965292799","https://openalex.org/W2968992554","https://openalex.org/W2969923762","https://openalex.org/W2974613647","https://openalex.org/W2974680576","https://openalex.org/W2976743137","https://openalex.org/W2977226092","https://openalex.org/W2979576473","https://openalex.org/W2982551353","https://openalex.org/W2984954723","https://openalex.org/W2987536578","https://openalex.org/W2989995230","https://openalex.org/W2991338677","https://openalex.org/W2991435944","https://openalex.org/W2992473370","https://openalex.org/W2994627876","https://openalex.org/W2998986365","https://openalex.org/W2999003907","https://openalex.org/W3001597294","https://openalex.org/W3002434563","https://openalex.org/W3002492791","https://openalex.org/W3004511055","https://openalex.org/W3006131971","https://openalex.org/W3006488777","https://openalex.org/W3007324581","https://openalex.org/W3008295325","https://openalex.org/W3009377984","https://openalex.org/W3009399335","https://openalex.org/W3009994855","https://openalex.org/W3010339880","https://openalex.org/W3012045830","https://openalex.org/W3013080934","https://openalex.org/W3025356879","https://openalex.org/W3035236698","https://openalex.org/W3035940873","https://openalex.org/W3037664857","https://openalex.org/W3038040326","https://openalex.org/W3041029313","https://openalex.org/W3044192339","https://openalex.org/W3046132178","https://openalex.org/W3046740739","https://openalex.org/W3047178033","https://openalex.org/W3080210839","https://openalex.org/W3083988781","https://openalex.org/W3084270633","https://openalex.org/W3085370829","https://openalex.org/W3088347860","https://openalex.org/W3091827636","https://openalex.org/W3095769467","https://openalex.org/W3096606584","https://openalex.org/W3101421194","https://openalex.org/W3102704444","https://openalex.org/W3103456257","https://openalex.org/W3103542076","https://openalex.org/W3103843316","https://openalex.org/W3105796113","https://openalex.org/W3106392217","https://openalex.org/W3109651547","https://openalex.org/W3109868631","https://openalex.org/W3112483012","https://openalex.org/W3118277711","https://openalex.org/W3119022978","https://openalex.org/W3120640162","https://openalex.org/W3120893773","https://openalex.org/W3122185495","https://openalex.org/W3123966100","https://openalex.org/W3126503310","https://openalex.org/W3134836631","https://openalex.org/W3137431486","https://openalex.org/W3139512791","https://openalex.org/W3145463162","https://openalex.org/W3154394598","https://openalex.org/W3154410670","https://openalex.org/W3156004313","https://openalex.org/W3158688547","https://openalex.org/W3159594160","https://openalex.org/W3160268997","https://openalex.org/W3163773863","https://openalex.org/W3164869716","https://openalex.org/W3165486852","https://openalex.org/W3168779557","https://openalex.org/W3172980008","https://openalex.org/W3188194653","https://openalex.org/W3194579949","https://openalex.org/W3197085236","https://openalex.org/W3197306165","https://openalex.org/W3201523733","https://openalex.org/W3217241701","https://openalex.org/W4205805718","https://openalex.org/W4206609022","https://openalex.org/W4206975507","https://openalex.org/W4210550149","https://openalex.org/W4211213773","https://openalex.org/W4225683040","https://openalex.org/W4281696645","https://openalex.org/W4282970119","https://openalex.org/W4283264610","https://openalex.org/W4287307640","https://openalex.org/W4289838019","https://openalex.org/W4295242382","https://openalex.org/W4298069009","https://openalex.org/W4304690449","https://openalex.org/W4307574639","https://openalex.org/W4308188319","https://openalex.org/W4310790531","https://openalex.org/W4311109666","https://openalex.org/W4321349925","https://openalex.org/W4323664183","https://openalex.org/W4324311381","https://openalex.org/W4366198992","https://openalex.org/W4375843202","https://openalex.org/W4378627900","https://openalex.org/W4379389703","https://openalex.org/W4381330451","https://openalex.org/W4382502002","https://openalex.org/W4385496344","https://openalex.org/W4387421764","https://openalex.org/W4387616158","https://openalex.org/W4388419323","https://openalex.org/W4389058228","https://openalex.org/W4390062155","https://openalex.org/W4390532494","https://openalex.org/W4390726451","https://openalex.org/W4391883933","https://openalex.org/W4391947933","https://openalex.org/W4392791967","https://openalex.org/W4395466884","https://openalex.org/W4395672990","https://openalex.org/W6747651458","https://openalex.org/W6865131212"],"related_works":["https://openalex.org/W2612269878","https://openalex.org/W2588565308","https://openalex.org/W3031505884","https://openalex.org/W2951049725","https://openalex.org/W4285308918","https://openalex.org/W2971712727","https://openalex.org/W4387459935","https://openalex.org/W2908450434","https://openalex.org/W3193008624","https://openalex.org/W4382561696"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"growing":[2],"demand":[3],"for":[4,10,25,125],"artificial":[5],"intelligence":[6],"has":[7],"faced":[8],"challenges":[9,141],"traditional":[11],"computing":[12,18,27,46,147],"architectures.":[13],"As":[14],"a":[15,41,153],"result,":[16],"neuromorphic":[17,32,45,99,146,159],"systems":[19,148],"have":[20,64],"emerged":[21],"as":[22,54],"possible":[23],"candidates":[24],"next-generation":[26],"systems.":[28],"Two-dimensional":[29],"(2D)":[30],"materials-based":[31],"devices":[33,100],"that":[34,142],"emulate":[35],"biological":[36],"synapses":[37],"and":[38,59,88,113,122,151],"neurons":[39],"play":[40],"key":[42],"role":[43],"in":[44],"hardware":[47,143],"due":[48],"to":[49],"their":[50],"unique":[51],"properties":[52,133],"such":[53],"high":[55],"strength,":[56],"thermal":[57],"conductivity,":[58],"flexibility.":[60],"Although":[61],"several":[62],"studies":[63],"shown":[65],"the":[66,85,96,120,131,140],"simulations":[67],"of":[68,73,90,98,134,145,158],"individual":[69],"devices,":[70],"experimental":[71],"implementation":[72,144],"large-scale":[74],"crossbar":[75,127],"arrays":[76,128],"is":[77],"still":[78],"unclear.":[79],"In":[80],"this":[81],"review,":[82],"we":[83,94,138],"explore":[84],"working":[86],"principles":[87],"mechanisms":[89],"memristive":[91],"devices.":[92],"Then,":[93],"overview":[95],"development":[97],"based":[101],"on":[102],"2D":[103,135],"materials":[104],"including":[105],"transition":[106],"metal":[107],"dichalcogenides,":[108],"graphene,":[109],"hexagonal":[110],"boron":[111],"nitride,":[112],"layered":[114],"halide":[115],"perovskites.":[116],"We":[117],"also":[118],"highlight":[119],"requirement":[121],"recent":[123],"progress":[124],"building":[126],"by":[129],"utilizing":[130],"advantageous":[132],"materials.":[136],"Lastly,":[137],"address":[139],"currently":[149],"face":[150],"propose":[152],"path":[154],"towards":[155],"system-level":[156],"applications":[157],"computing.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9}],"updated_date":"2026-07-09T07:52:08.696243","created_date":"2025-10-10T00:00:00"}
