乐胖代购免代理版

{"id":"https://openalex.org/W2122976073","doi":"https://doi.org/10.1109/cse.2008.32","title":"Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network","display_name":"Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network","publication_year":2008,"publication_date":"2008-07-01","ids":{"openalex":"https://openalex.org/W2122976073","doi":"https://doi.org/10.1109/cse.2008.32","mag":"2122976073"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cse.2008.32","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5069941624","display_name":"D\u00e9bora C. Corr\u00eaa","orcid":"https://orcid.org/0000-0002-9630-0176"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D\u00e9bora C. Corr\u00eaa","raw_affiliation_strings":["Dept. de Computacaodo, Univ. Fed. de Sao Carlos, Sao Carlos"],"affiliations":[{"raw_affiliation_string":"Dept. de Computacaodo, Univ. Fed. de Sao Carlos, Sao Carlos","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044596103","display_name":"Alexandre L. M. Levada","orcid":"https://orcid.org/0000-0001-8253-2729"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandre L. M. Levada","raw_affiliation_strings":["University of S\u00e3o Paulo"],"affiliations":[{"raw_affiliation_string":"University of S\u00e3o Paulo","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110481955","display_name":"Jos\u00e9 Hiroki Saito","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Hiroki Saito","raw_affiliation_strings":["Dept. de Computacaodo, Univ. Fed. de Sao Carlos, Sao Carlos"],"affiliations":[{"raw_affiliation_string":"Dept. de Computacaodo, Univ. Fed. de Sao Carlos, Sao Carlos","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":1,"citation_normalized_percentile":{"value":0.211781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":63,"max":70},"biblio":{"volume":null,"issue":null,"first_page":"293","last_page":"300"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998,"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/T10320","display_name":"Neural Networks and Applications","score":0.9998,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9991,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9924,"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/initialization","display_name":"Initialization","score":0.9615679},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5757816}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.9615679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7895175},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5757816},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5635208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5531234},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.53985393},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3781016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3626987},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.16128138},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cse.2008.32","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":15,"referenced_works":["https://openalex.org/W1613359937","https://openalex.org/W1674799117","https://openalex.org/W1899504021","https://openalex.org/W1971129545","https://openalex.org/W2002096058","https://openalex.org/W2014978753","https://openalex.org/W2031265013","https://openalex.org/W2037521346","https://openalex.org/W2053831280","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2124776405","https://openalex.org/W2147107577","https://openalex.org/W2154890045","https://openalex.org/W2285257517"],"related_works":["https://openalex.org/W98480971","https://openalex.org/W3046370962","https://openalex.org/W2597809628","https://openalex.org/W2164382479","https://openalex.org/W2157978810","https://openalex.org/W2150291671","https://openalex.org/W2146343568","https://openalex.org/W2058965144","https://openalex.org/W2027972911","https://openalex.org/W2013643406"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,62],"novel":[4],"method":[5,82],"to":[6,14,66],"initialize":[7],"the":[8,18,39,42,45,50,57,84],"LSTM":[9,64],"network":[10,65],"weights":[11],"in":[12,49],"order":[13],"improve":[15],"and":[16,24,55,69],"stabilize":[17],"learning":[19],"speed,":[20],"based":[21,37],"on":[22,38],"Nguyen":[23],"Widrow's":[25],"work":[26],"for":[27,33],"MLP":[28],"networks.":[29],"The":[30,75],"derived":[31],"equations":[32],"weight":[34],"initialization":[35,81],"are":[36],"study":[40],"of":[41,44],"behavior":[43],"memory":[46],"cells":[47],"output":[48],"hidden":[51],"layer.":[52],"To":[53],"test":[54],"evaluate":[56],"proposed":[58],"method,":[59],"we":[60],"use":[61],"2-Layered":[63],"approximate":[67],"one":[68],"two":[70],"dimensional":[71],"real":[72],"non-linear":[73],"functions.":[74],"obtained":[76],"results":[77],"show":[78],"that":[79],"our":[80],"improves":[83],"training":[85],"process.":[86]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2122976073","counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-03-23T08:48:12.806047","created_date":"2016-06-24"}