{"id":"https://openalex.org/W7134956074","doi":"https://doi.org/10.1109/icdmw69685.2025.00415","title":"Enhancing On-Chip Learning for RRAM Devices Through Evolutionary Theories","display_name":"Enhancing On-Chip Learning for RRAM Devices Through Evolutionary Theories","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W7134956074","doi":"https://doi.org/10.1109/icdmw69685.2025.00415"},"language":null,"primary_location":{"id":"doi:10.1109/icdmw69685.2025.00415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","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":null,"display_name":"Mellanie Martin","orcid":null},"institutions":[{"id":"https://openalex.org/I137317281","display_name":"Washington State University Vancouver","ror":"https://ror.org/00g2fk805","country_code":"US","type":"education","lineage":["https://openalex.org/I137317281","https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mellanie Martin","raw_affiliation_strings":["Washington State University,Vancouver,WA,USA"],"affiliations":[{"raw_affiliation_string":"Washington State University,Vancouver,WA,USA","institution_ids":["https://openalex.org/I137317281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058955119","display_name":"Abdi Yamil Vicenciodelmoral","orcid":null},"institutions":[{"id":"https://openalex.org/I137317281","display_name":"Washington State University Vancouver","ror":"https://ror.org/00g2fk805","country_code":"US","type":"education","lineage":["https://openalex.org/I137317281","https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdi Yamil Vicenciodelmoral","raw_affiliation_strings":["Washington State University,Vancouver,WA,USA"],"affiliations":[{"raw_affiliation_string":"Washington State University,Vancouver,WA,USA","institution_ids":["https://openalex.org/I137317281"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007023851","display_name":"Xinghui Zhao","orcid":"https://orcid.org/0000-0002-5120-0972"},"institutions":[{"id":"https://openalex.org/I137317281","display_name":"Washington State University Vancouver","ror":"https://ror.org/00g2fk805","country_code":"US","type":"education","lineage":["https://openalex.org/I137317281","https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinghui Zhao","raw_affiliation_strings":["Washington State University,Vancouver,WA,USA"],"affiliations":[{"raw_affiliation_string":"Washington State University,Vancouver,WA,USA","institution_ids":["https://openalex.org/I137317281"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137317281"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64093898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3126","last_page":"3131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.17319999635219574,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.17319999635219574,"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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.14710000157356262,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.07750000059604645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.3052999973297119},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.26600000262260437},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2551000118255615},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.2402999997138977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5026000142097473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3686000108718872},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.3052999973297119},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29019999504089355},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.28279998898506165},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.24050000309944153},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2402999997138977},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.23229999840259552}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdmw69685.2025.00415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1568378063","https://openalex.org/W2016562169","https://openalex.org/W2021383442","https://openalex.org/W2898890606","https://openalex.org/W3018945530","https://openalex.org/W3057430455","https://openalex.org/W3158458703","https://openalex.org/W4225162262","https://openalex.org/W4236524696","https://openalex.org/W4322580884"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,16,49,66],"emergence":[2],"of":[3,51,68],"novel":[4],"Resistive":[5],"Random-Access":[6],"Memory":[7],"(RRAM)":[8],"devices":[9,57],"and":[10,37,58,72],"their":[11,63],"integration":[12],"into":[13],"neuromorphic":[14,76],"systems,":[15],"potential":[17],"to":[18],"challenge":[19],"traditional":[20],"von":[21],"Neumann":[22],"architectures":[23],"is":[24],"becoming":[25],"increasingly":[26],"evident.":[27],"However,":[28],"critical":[29],"challenges":[30],"remain":[31],"unresolved,":[32],"including":[33],"scalability,":[34],"fabrication":[35],"variability,":[36],"reliable":[38],"performance":[39,74],"under":[40],"non-ideal":[41],"operating":[42],"conditions.":[43],"In":[44],"this":[45],"study,":[46],"we":[47],"investigate":[48],"impact":[50],"conductance":[52],"control":[53],"deviations":[54],"in":[55,75],"RRAM":[56],"explore":[59],"methodologies":[60],"for":[61],"mitigating":[62],"effects,":[64],"with":[65],"goal":[67],"enhancing":[69],"device":[70],"reliability":[71],"system-level":[73],"applications.":[77]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2026-03-12T00:00:00"}