{"id":"https://openalex.org/W4400292412","doi":"https://doi.org/10.1002/aisy.202400098","title":"Hardware Implementation of Next Generation Reservoir Computing with RRAM\u2010Based Hybrid Digital\u2010Analog System","display_name":"Hardware Implementation of Next Generation Reservoir Computing with RRAM\u2010Based Hybrid Digital\u2010Analog System","publication_year":2024,"publication_date":"2024-07-03","ids":{"openalex":"https://openalex.org/W4400292412","doi":"https://doi.org/10.1002/aisy.202400098"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202400098","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202400098","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400098","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400098","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049715624","display_name":"Danian Dong","orcid":"https://orcid.org/0000-0002-9740-687X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Danian Dong","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China"],"raw_orcid":"https://orcid.org/0000-0002-9740-687X","affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071605573","display_name":"Woyu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Woyu Zhang","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","University of Chinese Academy of Sciences, Beijing, 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101316374","display_name":"Yuanlu Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Yuanlu Xie","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053627404","display_name":"Jinshan Yue","orcid":"https://orcid.org/0000-0001-8234-7400"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Jinshan Yue","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100928111","display_name":"Kuan Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Kuan Ren","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongjian Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Hongjian Huang","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102889984","display_name":"Xu Zheng","orcid":"https://orcid.org/0000-0002-9434-2671"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Xu Zheng","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","University of Chinese Academy of Sciences, Beijing, 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113277230","display_name":"Wen Xuan Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Wen Xuan Sun","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101392198","display_name":"Jin Ru Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Jin Ru Lai","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","School of Microelectronics University of Science and Technology of China  Hefei 230022 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","School of Microelectronics, University of Science and Technology of China, Hefei, 230022 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"School of Microelectronics University of Science and Technology of China  Hefei 230022 China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Microelectronics, University of Science and Technology of China, Hefei, 230022 China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050249085","display_name":"Shaoyang Fan","orcid":"https://orcid.org/0000-0002-4716-4497"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Shaoyang Fan","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071399487","display_name":"Hongzhou Wang","orcid":"https://orcid.org/0000-0001-5599-0679"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Hongzhou Wang","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107841904","display_name":"Zhaoan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Zhaoan Yu","raw_affiliation_strings":["Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048896828","display_name":"Zhihong Yao","orcid":"https://orcid.org/0000-0001-5999-4466"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Zhihong Yao","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049920459","display_name":"Xiaoxin Xu","orcid":"https://orcid.org/0000-0002-0277-1314"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":true,"raw_author_name":"Xiaoxin Xu","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":"https://orcid.org/0000-0002-0277-1314","affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005469683","display_name":"Dashan Shang","orcid":"https://orcid.org/0000-0003-3573-8390"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":true,"raw_author_name":"Dashan Shang","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China"],"raw_orcid":"https://orcid.org/0000-0003-3573-8390","affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100347764","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0002-0937-7547"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","University of Chinese Academy of Sciences  Beijing 100049 China","Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","University of Chinese Academy of Sciences, Beijing, 100049 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology Institute of Microelectronics Chinese Academy of Sciences  Beijing 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210090209"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences  Beijing 100049 China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Lab of Fabrication Technologies for Integrated Circuits, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Laboratory of Microelectronic Devices Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences, Beijing, 100029 China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049 China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5005469683","https://openalex.org/A5049920459"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090209","https://openalex.org/I4210119392","https://openalex.org/I4210165038"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":{"value":2750,"currency":"USD","value_usd":2750},"fwci":1.2588,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82632419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"6","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9983000159263611,"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/T10320","display_name":"Neural Networks and Applications","score":0.973800003528595,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6423001289367676},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.6290527582168579},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.4831914007663727},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4454258978366852},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.43597212433815},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.40575268864631653},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17899832129478455},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.17320775985717773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06627324223518372}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6423001289367676},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.6290527582168579},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.4831914007663727},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4454258978366852},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.43597212433815},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.40575268864631653},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17899832129478455},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.17320775985717773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06627324223518372},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/aisy.202400098","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202400098","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400098","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ccf274fc05ba4f94bfb4dcb1dd3a1470","is_oa":false,"landing_page_url":"https://doaj.org/article/ccf274fc05ba4f94bfb4dcb1dd3a1470","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advanced Intelligent Systems, Vol 6, Iss 10, Pp n/a-n/a (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202400098","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202400098","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400098","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4133108643","display_name":null,"funder_award_id":"XDB44000000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G417164712","display_name":null,"funder_award_id":"62025406","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G472530314","display_name":null,"funder_award_id":"62025406","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G5107120548","display_name":null,"funder_award_id":"XDB44000000","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"},{"id":"https://openalex.org/G6180243266","display_name":null,"funder_award_id":"62374181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6200683350","display_name":null,"funder_award_id":"92164204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8031315765","display_name":null,"funder_award_id":"62222119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8661498563","display_name":null,"funder_award_id":"62322412","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"},{"id":"https://openalex.org/F4320335892","display_name":"Youth Innovation Promotion Association","ror":null},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400292412.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1977664984","https://openalex.org/W2046458632","https://openalex.org/W2063695057","https://openalex.org/W2085560853","https://openalex.org/W2103179919","https://openalex.org/W2126679727","https://openalex.org/W2141394518","https://openalex.org/W2268464208","https://openalex.org/W2294132199","https://openalex.org/W2605147097","https://openalex.org/W2735082192","https://openalex.org/W2765128778","https://openalex.org/W2782714865","https://openalex.org/W2808720320","https://openalex.org/W2887258823","https://openalex.org/W3003821665","https://openalex.org/W3049633943","https://openalex.org/W3105585588","https://openalex.org/W3119282703","https://openalex.org/W3122214732","https://openalex.org/W3152599691","https://openalex.org/W3170977978","https://openalex.org/W3183911933","https://openalex.org/W3201489801","https://openalex.org/W4213423129","https://openalex.org/W4225359675","https://openalex.org/W4297215632","https://openalex.org/W4306956425","https://openalex.org/W4308145831","https://openalex.org/W4311456742","https://openalex.org/W4313251982","https://openalex.org/W4379185462","https://openalex.org/W4386094682","https://openalex.org/W4387014679"],"related_works":["https://openalex.org/W3192662224","https://openalex.org/W2545245183","https://openalex.org/W2054635671","https://openalex.org/W2998821156","https://openalex.org/W4389072666","https://openalex.org/W2887258823","https://openalex.org/W2017425642","https://openalex.org/W2350916061","https://openalex.org/W1970117475","https://openalex.org/W2545719958"],"abstract_inverted_index":{"Reservoir":[0],"computing":[1,32],"(RC)":[2],"possesses":[3],"a":[4,89,103,125,168],"simple":[5],"architecture":[6,127],"and":[7,48,68,145,150,177],"high":[8],"energy":[9,151,179],"efficiency":[10,79,180],"for":[11,81,95],"time\u2010series":[12],"data":[13,109,143],"analysis":[14],"through":[15,163],"machine":[16],"learning":[17],"algorithms.":[18],"To":[19],"date,":[20],"RC":[21],"has":[22],"evolved":[23],"into":[24],"several":[25],"innovative":[26],"variants.":[27],"The":[28,99,153],"next":[29],"generation":[30],"reservoir":[31],"(NGRC)":[33],"variant,":[34],"founded":[35],"on":[36,129],"nonlinear":[37,115],"vector":[38,116],"autoregression":[39],"(NVAR)":[40],"distinguishes":[41],"itself":[42],"due":[43],"to":[44,77],"its":[45],"fewer":[46],"hyperparameters":[47],"independence":[49],"from":[50],"physical":[51],"random":[52,131],"connection":[53],"matrices,":[54],"while":[55],"yielding":[56],"comparable":[57],"results.":[58],"However,":[59],"NGRC":[60,96,159],"networks":[61],"struggle":[62],"with":[63,108],"massive":[64],"Kronecker":[65,104],"product":[66,105],"calculations":[67],"matrix\u2010vector":[69,123],"multiplications":[70],"within":[71],"the":[72,118,164],"read":[73],"out":[74],"layer,":[75],"leading":[76],"substantial":[78],"challenges":[80],"traditional":[82],"von":[83],"Neumann":[84],"architectures.":[85],"In":[86],"this":[87,157],"work,":[88],"hybrid":[90,158],"digital\u2010analog":[91],"hardware":[92,138],"system":[93,160],"tailored":[94],"is":[97,102],"developed.":[98],"digital":[100],"part":[101],"calculation":[106],"unit":[107],"filtering,":[110],"which":[111,140],"realizes":[112],"transformation":[113],"of":[114,117,156,175,181],"input":[119],"linear":[120],"vector.":[121],"For":[122],"multiplication,":[124],"computing\u2010in\u2010memory":[126],"based":[128],"resistive":[130],"access":[132],"memory":[133],"array":[134],"offers":[135],"an":[136,178],"energy\u2010efficient":[137],"solution,":[139],"markedly":[141],"reduces":[142],"transfer":[144],"greatly":[146],"improve":[147],"computational":[148],"parallelism":[149],"efficiency.":[152],"predictive":[154],"capabilities":[155],"are":[161],"validated":[162],"Lorenz63":[165],"model,":[166],"achieving":[167],"normalized":[169],"root":[170],"mean":[171],"square":[172],"error":[173],"(NRMSE)":[174],"0.00098":[176],"19.42TOPS":[182],"W":[183],"\u22121":[184],".":[185]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
