{“id”:“https://openalex.org/W2963059228“,”doi“:”https://doi.org/10.18653/v1/p18-2117“,”title“:”On the Practical Computational Power of Finite Precision RNNs for Language Recognition“,”display_name“:”On the practiual computation Power for Finite Predicision RNN for Langual Recognitions“,”publication_year“:2018,”publiction_date“:”2018-01-01“,”ids“:{”openalex“:”https://openalex.org/W2963059228“,”doi“:”https://doi.org/10.18653/v1/p18-2117“,”mag“:”2963059228“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.18653/v1/p18-2117,“pdf_url”:https://www.aclweb.org/antology/P18-2117.pdf“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:”proceedings article“,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”hybrid“,”oa_url“:”https://www.aclweb.org/antology/P18-2117.pdf“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5047339088“,”display_name“:”Gabriele Wei\u00df“,”orcid“:”https://orcid.org/0000-0003-0762-9090},“机构”:[{“id”:https://openalex.org/I174306211“,”display_name“:”Technion\u2013以色列理工学院“,”ror“:”https://ror.org/03qryx823“,”country_code“:”IL“,”type“:“教育”,”世系“:[”https://openalex.org/I174306211“]}],”国家“:[”IL“],”is_corresponding“:false,”raw_author_name“:”Gail Weiss“,”raw _affiliation_strings“:[“Technion,Israel”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5028476919“,”display_name“:”Yoav Goldberg“,”orcid“:”https://orcid.org/0000-0002-6497-829X},“机构”:[{“id”:https://openalex.org/I13955877“,”display_name“:”巴伊兰大学“,”ror“:”https://ror.org/03kgsv495“,”country_code“:”IL“,”type“:“教育”,”世系“:[”https://openalex.org/I13955877“]}],”国家“:[”IL“],”is_corresponding“:false,”raw_author_name“:”Yoav Goldberg“,”raw _ afiliation_strings“:[“以色列巴伊兰大学”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5061044883“,”display_name“:”Eran Yahav“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I174306211“,”display_name“:”Technion\u2013以色列理工学院“,”ror“:”https://ror.org/03qryx823“,”country_code“:”IL“,”type“:”教育“,”血统“:[”https://openalex.org/I174306211“]}],”国家“:[”IL“],”is_corresponding“:true,”raw_author_name“:”Eran Yahav“,”raw _ afiliation_strings“:[“Technion,Israel”]}]“countries _ distinct_count”:1,”institutions _ disting_count“:2,”corresponding_author_ids“:[https://openalex.org/A5061044883“],”对应机构_ids“:[”https://openalex.org/I174306211“],”apc_list“:null,”apc _ paid“:null,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“:171,”ciped_by_percentile_year“:{”min“:99,”max“:100},”biblio“:{“volume”:nullhttps://openalex.org/T10320“,”display_name“:”神经网络基础与应用“,”score“:0.9991,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10320“,”display_name“:”神经网络基础与应用“,”score“:0.9991,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:0.9987,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T12072“,”“display_name”:“机器学习研究中的主动学习”,“score”:0.9986,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/recurrent-neural-networks网站“,”display_name“:”递归神经网络“,”score“:0.571584},{”id“:”https://openalex.org/keywords/feedforward-neural-networks网站“,”display_name“:”前馈神经网络“,”score“:0.501814}],”concepts“:[{”id“:”https://openalex.org/C147168706,“wikidata”:https://www.wikidata.org/wiki/Q1457734“,”display_name“:”递归神经网络“,”level“:3,”score“:0.9241998},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7591656},{”id“:”https://openalex.org/C45374587,“wikidata”:https://www.wikidata.org/wiki/Q12525525“,”display_name“:”计算“,”级别“:2,”分数“:0.71734786},{”id“:”https://openalex.org/C29248071,“wikidata”:https://www.wikidata.org/wiki/Q163310“,”display_name“:”Turing machine“,”level“:3,”score“:0.5464992},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.4859306},{”id“:”https://openalex.org/C163258240,“wikidata”:https://www.wikidata.org/wiki/Q25342“,”display_name“:”Power(physical)“,”level“:2,”score“:0.44699913},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.4324655},{”id“:”https://openalex.org/C137293760,“wikidata”:https://www.wikidata.org/wiki/Q3621696“,”display_name“:”语言模型“,”level“:2,”score“:0.4103441},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.27111787},{”id“:”https://openalex.org/C121332964,“wikidata”:https://www.wikidata.org/wiki/Q413“,”display_name“:”物理“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C62520636,“wikidata”:https://www.wikidata.org/wiki/Q944“,”display_name“:”量子力学“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.18653/v1/p18-2117,“pdf_url”:https://www.aclweb.org/antology/P18-2117.pdf“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/1805.04908,“pdf_url”:https://arxiv.org/pdf/1805.04908,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://doi.org/10.18653/v1/p18-2117,“pdf_url”:https://www.aclweb.org/antology/P18-2117.pdf“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[],”grants“:[],”dataset“:[],”versions“:[],”referenced_works_count“:9,”referenced_works“:[”https://openalex.org/W1689711448","https://openalex.org/W2050778826","https://openalex.org/W2056647002","https://openalex.org/W2072160811","https://openalex.org/W2100649405","https://openalex.org/W2110485445","https://openalex.org/W2121029939","https://openalex.org/W2150399097","https://openalex.org/W51799866“],”related_works“:[”https://openalex.org/W4298287631","https://openalex.org/W4225394202","https://openalex.org/W3034302643","https://openalex.org/W3032952384","https://openalex.org/W2953061907","https://openalex.org/W2535822444","https://openalex.org/W2495256954","https://openalex.org/W2259317772","https://openalex.org/W2160451571","https://openalex.org/W2125468385“],”ngrams_url“:”https://api.openalex.org/works/W2963059228/ngrams网站“,”“abstract_inverted_index”:{“While”:[0],“Recurrent”:[1],“Neural”:[2],“Networks”:[3],“(RNN)”:[4],“are”:[5,65],“family”:[6],“known”:[7],“to”:[8,97],“be”“精度”:[16,31],“in”:[17,37],“the”:[18,25,38,57,60,69,76,92100],“states”:[19],“and”:[20,59,75,82],“无界“:[21],”计算“:[22,33],”时间。我们“:[23],”考虑“:[24],”案例“:[26],”of“:[27],”RNNs“:[28],”with“:[29,62,71],”finited“:[30],”which“:[32],”time“:[34],”is“:[35,78],”linear“:[36],”input“:[39],”length。在“:[40],”这些“:[41],”限制“:[42],”我们“:[43,54],”显示“:[44,55,89],”那“:[45,56,91],”不同“:[46,50],”RNN“:[47,70],”变体“:[48],”有“:[49],”计算“:[51],”幂。在“:[52],”特别“:[53],”LSTM“:[58,93],”Elman-RNN“:[61],”ReLU“:/63],”激活“:[64,74],”严格“:[66],”更强“:[67],”比“:[68],”a“:[72],”挤压“:[73],”GRU。此“:[77],”实现“:[79],”因为“:[80],”LSTM“:[81],”ReLU-RNNs“:[83],”可以“:[84],”容易“:[85],”实施“:[86],”计数“:[87101],”行为。我们“:[88],”经验性“:[90],”做“:[94],”确实“:[95],”学习“:[96],”有效“:[98],”使用“:[99],”机制。“:[102]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2963059228“,”counts_by_year“:[{年:2024,”cited_by_count“:4},{年“:2023,”cited_by_count”:9},“年”:2022,“updated_date”:“2024-06-05T03:07:01.929679”,“创建日期”:“2019-07-30”}