{"id":"https://openalex.org/W7152446539","doi":"https://doi.org/10.48550/arxiv.2604.06425","title":"Neural Computers","display_name":"Neural Computers","publication_year":2026,"publication_date":"2026-04-07","ids":{"openalex":"https://openalex.org/W7152446539","doi":"https://doi.org/10.48550/arxiv.2604.06425"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.06425","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.06425","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.06425","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133292960","display_name":"Mingchen Zhuge","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhuge, Mingchen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123189802","display_name":"Changsheng Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Changsheng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Liu, Haozhe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Haozhe","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133312987","display_name":"Zijian Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Zijian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133291981","display_name":"Shuming Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Shuming","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133279100","display_name":"Wenyi Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Wenyi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133309796","display_name":"Ernie Chang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang, Ernie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012026156","display_name":"Ga\u00ebl Le Lan","orcid":"https://orcid.org/0000-0002-1493-5777"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lan, Gael Le","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133269848","display_name":"Junjie Fei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fei, Junjie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133244862","display_name":"Wenxuan Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Wenxuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082635465","display_name":"Yasheng Sun","orcid":"https://orcid.org/0000-0002-0589-4424"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Yasheng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133293705","display_name":"Zhipeng Cai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cai, Zhipeng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085241696","display_name":"Zechun Liu","orcid":"https://orcid.org/0000-0001-5856-2506"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Zechun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100575188","display_name":"Yunyang Xiong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiong, Yunyang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133292232","display_name":"Yining Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Yining","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133307054","display_name":"Yuandong Tian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tian, Yuandong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133300430","display_name":"Yangyang Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shi, Yangyang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016704219","display_name":"Vikas Chandra","orcid":"https://orcid.org/0009-0005-4996-8455"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chandra, Vikas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128424967","display_name":"J\u00fcrgen Schmidhuber","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schmidhuber, J\u00fcrgen","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":19,"corresponding_author_ids":["https://openalex.org/A5133292960"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.5331000089645386,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.5331000089645386,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.1784999966621399,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.06989999860525131,"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/realization","display_name":"Realization (probability)","score":0.6488999724388123},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5911999940872192},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.557200014591217},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47769999504089355},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4472000002861023},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.35510000586509705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8101000189781189},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.6488999724388123},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5911999940872192},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.557200014591217},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47769999504089355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4602000117301941},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4472000002861023},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3822000026702881},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3727000057697296},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.3012000024318695}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.06425","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.06425","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.06425","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.06425","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,96,121],"propose":[1],"a":[2,18,123,129],"new":[3,130],"frontier:":[4],"Neural":[5,28],"Computers":[6],"(NCs)":[7],"that":[8,78,98],"unify":[9],"computation,":[10],"memory,":[11],"and":[12,45,86,93,108,116,136],"I/O":[13,65,106],"of":[14,35],"traditional":[15],"computers":[16],"in":[17,91],"learned":[19,61],"runtime":[20],"state.":[21,70],"Our":[22],"long-term":[23],"goal":[24],"is":[25],"the":[26,31],"Completely":[27],"Computer":[29],"(CNC):":[30],"mature,":[32],"general-purpose":[33],"realization":[34],"this":[36],"emerging":[37],"machine":[38],"form,":[39],"with":[40],"stable":[41],"execution,":[42],"explicit":[43],"reprogramming,":[44],"durable":[46],"capability":[47],"reuse.":[48],"As":[49],"an":[50],"initial":[51],"step,":[52],"we":[53,72],"study":[54],"whether":[55],"elementary":[56,102],"NC":[57],"primitives":[58],"can":[59,100],"be":[60],"solely":[62],"from":[63,83],"collected":[64],"traces,":[66],"without":[67],"instrumented":[68],"program":[69],"Concretely,":[71],"instantiate":[73],"NCs":[74,99],"as":[75],"video":[76],"models":[77],"roll":[79],"out":[80],"screen":[81],"frames":[82],"instructions,":[84],"pixels,":[85],"user":[87],"actions":[88],"(when":[89],"available)":[90],"CLI":[92],"GUI":[94],"settings.":[95],"show":[97],"acquire":[101],"interface":[103],"primitives,":[104],"especially":[105],"alignment":[107],"short-horizon":[109],"control,":[110],"while":[111],"routine":[112],"reuse,":[113],"controlled":[114],"updates,":[115],"symbolic":[117],"stability":[118],"remain":[119],"challenging.":[120],"outline":[122],"roadmap":[124],"toward":[125],"CNCs,":[126],"to":[127],"establish":[128],"computing":[131],"paradigm":[132],"beyond":[133],"today's":[134],"agents":[135],"conventional":[137],"computers.":[138]},"counts_by_year":[],"updated_date":"2026-04-21T06:05:55.347736","created_date":"2026-04-10T00:00:00"}
