{"id":"https://openalex.org/W4411724819","doi":"https://doi.org/10.1109/iscas56072.2025.11043603","title":"Modern Hopfield-Heuristic Physical Computing Architecture for Diabetes Prediction","display_name":"Modern Hopfield-Heuristic Physical Computing Architecture for Diabetes Prediction","publication_year":2025,"publication_date":"2025-05-25","ids":{"openalex":"https://openalex.org/W4411724819","doi":"https://doi.org/10.1109/iscas56072.2025.11043603"},"language":"en","primary_location":{"id":"doi:10.1109/iscas56072.2025.11043603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025243127","display_name":"Ruoyu Wu","orcid":"https://orcid.org/0000-0002-4850-2267"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruoyu Wu","raw_affiliation_strings":["Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103490125","display_name":"Guolin Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guofan Jiang","raw_affiliation_strings":["Cyan Semiconductor Technology (Shanghai) Co., Ltd.,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"Cyan Semiconductor Technology (Shanghai) Co., Ltd.,Shanghai,China,201210","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011627918","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0002-8774-7398"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China,310027","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025243127"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18706118,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9559000134468079,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9559000134468079,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9251000285148621,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9165999889373779,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7296023964881897},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6281964778900146},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5393822193145752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44024574756622314}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7296023964881897},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6281964778900146},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5393822193145752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44024574756622314},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas56072.2025.11043603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1546907454","https://openalex.org/W1597286183","https://openalex.org/W2001250036","https://openalex.org/W2025967743","https://openalex.org/W2098900497","https://openalex.org/W2147352367","https://openalex.org/W2587333550","https://openalex.org/W2733886173","https://openalex.org/W2971117641","https://openalex.org/W2980952963","https://openalex.org/W3098769338","https://openalex.org/W4239393462","https://openalex.org/W4288785604","https://openalex.org/W4361215794","https://openalex.org/W4382137167","https://openalex.org/W4389218964","https://openalex.org/W4402395877"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,104],"classical":[1],"Hopfield":[2,29,58],"network":[3,62],"exhibits":[4],"the":[5,27,53,68,78,97],"ability":[6],"to":[7],"solve":[8],"specific":[9],"combinatorial":[10],"optimization":[11],"problems;":[12],"however,":[13],"its":[14,19],"inherent":[15],"storage":[16,37],"capacity":[17,38,55],"constrains":[18],"accuracy":[20],"in":[21],"multi-class":[22],"classification":[23],"tasks.":[24],"In":[25],"contrast,":[26],"modern":[28,57],"algorithm,":[30],"which":[31],"leverages":[32],"exponential":[33],"functions,":[34],"significantly":[35],"enhances":[36],"and":[39,64,76],"accelerates":[40],"convergence.":[41],"This":[42],"paper":[43],"presents":[44],"a":[45,83,90,110],"novel":[46],"CMOS-integrable":[47],"physical":[48],"computing":[49],"system":[50,71,100],"that":[51,80,96],"exploits":[52],"expanded":[54],"of":[56],"networks.":[59],"By":[60],"optimizing":[61],"architecture":[63],"hidden":[65],"node":[66],"circuits,":[67],"proposed":[69,98],"hardware":[70,99],"effectively":[72],"stores":[73],"multiple":[74],"patterns":[75],"retrieves":[77],"one":[79],"best":[81],"matches":[82],"given":[84],"input":[85],"state.":[86],"Experimental":[87],"results":[88],"on":[89],"binary":[91],"diabetes":[92],"prediction":[93],"dataset":[94],"demonstrate":[95],"achieves":[101],"91%":[102],"accuracy.":[103],"system\u2019s":[105],"CMOS":[106],"compatibility":[107],"makes":[108],"it":[109],"promising":[111],"candidate":[112],"for":[113],"embedded":[114],"health":[115],"monitoring":[116],"applications.":[117]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}