{"id":"https://openalex.org/W4416251126","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228033","title":"Enhancement of Short-Term Memory with Tilted External Magnetic Field for Spin-Wave Reservoir Computing","display_name":"Enhancement of Short-Term Memory with Tilted External Magnetic Field for Spin-Wave Reservoir Computing","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416251126","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228033"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/A5108152871","display_name":"Zhuocheng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Zhuocheng Yang","raw_affiliation_strings":["The University of Tokyo,Dept. of E.E. & Info. Sys.,Tokyo,Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo,Dept. of E.E. & Info. Sys.,Tokyo,Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736963","display_name":"Jiaxuan Chen","orcid":"https://orcid.org/0000-0002-9640-0089"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jiaxuan Chen","raw_affiliation_strings":["The University of Tokyo,Dept. of E.E. & Info. Sys.,Tokyo,Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo,Dept. of E.E. & Info. Sys.,Tokyo,Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075783559","display_name":"Akira Hirose","orcid":"https://orcid.org/0000-0002-6936-9733"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akira Hirose","raw_affiliation_strings":["The University of Tokyo,Dept. of E.E. & Info. Sys.,Tokyo,Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo,Dept. of E.E. & Info. Sys.,Tokyo,Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108152871"],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19449025,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9354000091552734,"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":0.9354000091552734,"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/T10049","display_name":"Magnetic properties of thin films","score":0.01850000023841858,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.009200000204145908,"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/reservoir-computing","display_name":"Reservoir computing","score":0.7202000021934509},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.6913999915122986},{"id":"https://openalex.org/keywords/magnetic-field","display_name":"Magnetic field","score":0.6122999787330627},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.5473999977111816},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5097000002861023},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44519999623298645},{"id":"https://openalex.org/keywords/magnetic-memory","display_name":"Magnetic memory","score":0.36000001430511475}],"concepts":[{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.7202000021934509},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.6913999915122986},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.6122999787330627},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.5473999977111816},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5097000002861023},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.47029998898506165},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44519999623298645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43220001459121704},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.39480000734329224},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.38350000977516174},{"id":"https://openalex.org/C2983079785","wikidata":"https://www.wikidata.org/wiki/Q6731577","display_name":"Magnetic memory","level":3,"score":0.36000001430511475},{"id":"https://openalex.org/C42704618","wikidata":"https://www.wikidata.org/wiki/Q910917","display_name":"Spin (aerodynamics)","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.25519999861717224},{"id":"https://openalex.org/C2778511666","wikidata":"https://www.wikidata.org/wiki/Q1364527","display_name":"Magnetic storage","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.25369998812675476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W578899100","https://openalex.org/W2142805504","https://openalex.org/W2157385476","https://openalex.org/W2171865010","https://openalex.org/W2745578724","https://openalex.org/W2789326804","https://openalex.org/W2887258823","https://openalex.org/W2896714202","https://openalex.org/W2996409363","https://openalex.org/W3036827847","https://openalex.org/W4283773174","https://openalex.org/W4296640300","https://openalex.org/W4324139473","https://openalex.org/W4379877332","https://openalex.org/W4392705401","https://openalex.org/W4398223965","https://openalex.org/W4402352125"],"related_works":[],"abstract_inverted_index":{"We":[0,49,78],"propose":[1],"a":[2,86,100,110],"novel":[3],"method":[4],"to":[5,131],"enhance":[6],"the":[7,18,25,28,81,96,115,121,137],"short-term":[8],"memory":[9,102],"of":[10,24,37,57,66,140,154],"spin-wave-based":[11],"reservoir":[12,156],"computing":[13],"(RC)":[14],"systems":[15],"by":[16],"tilting":[17,23],"external":[19],"magnetic":[20,91],"field.":[21],"The":[22],"field":[26,92,141],"modifies":[27],"interaction":[29],"between":[30,74],"two":[31,76],"spin-wave":[32,82,145,155],"modes,":[33],"enabling":[34],"simultaneous":[35],"propagation":[36],"both":[38],"backward":[39],"volume":[40],"spin":[41,46],"waves":[42,47],"(BVSWs)":[43],"and":[44,68,148],"surface":[45],"(SSWs).":[48],"present":[50],"this":[51],"system":[52],"as":[53],"an":[54],"alternative":[55],"realization":[56],"multiple-mode":[58],"coexisting":[59],"(MMC)":[60],"structures.":[61],"First,":[62],"our":[63],"numerical":[64],"comparison":[65],"BVSWs":[67],"SSWs":[69],"demonstrates":[70],"distinct":[71],"group":[72],"velocities":[73],"these":[75],"modes.":[77],"then":[79],"evaluate":[80],"reservoir\u2019s":[83],"performance":[84,122,147],"on":[85],"delay":[87,128],"task":[88],"under":[89],"different":[90],"orientations,":[93],"revealing":[94],"that":[95],"MMC":[97,116],"structure":[98,117],"achieves":[99],"higher":[101],"capacity":[103],"than":[104],"conventional":[105],"single-mode":[106,132],"configurations.":[107],"Furthermore,":[108],"in":[109,143],"temporal":[111],"exclusive-OR":[112],"(XOR)":[113],"task,":[114],"not":[118],"only":[119],"improves":[120],"accuracy":[123],"but":[124],"also":[125],"supports":[126],"longer":[127],"times":[129],"compared":[130],"setups.":[133],"These":[134],"findings":[135],"underscore":[136],"critical":[138],"role":[139],"orientation":[142],"enhancing":[144],"RC":[146],"offer":[149],"insights":[150],"into":[151],"practical":[152],"implementations":[153],"designs.":[157]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-14T00:00:00"}