{"id":"https://openalex.org/W2463285871","doi":null,"title":"Application of a neural network with a modular architecture to protein secondary structure prediction","display_name":"Application of a neural network with a modular architecture to protein secondary structure prediction","publication_year":1993,"publication_date":"1993-01-01","ids":{"openalex":"https://openalex.org/W2463285871","mag":"2463285871"},"language":"en","primary_location":{"id":"mag:2463285871","doi":null,"is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=201902119262050684","pdf_url":null,"source":{"id":"https://openalex.org/S6169490","display_name":"Fujitsu Scientific and Technical Journal","issn_l":"0016-2523","issn":["0016-2523"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1","poland-40","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Fujitsu Scientific and Technical Journal","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5037274566","display_name":"Fumiyoshi Sasagawa","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fumiyoshi Sasagawa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5037274566"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"3","first_page":"250","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.025599999353289604,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.0019000000320374966,"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/protein-secondary-structure-prediction","display_name":"secondary structure prediction","score":1.0},{"id":"https://openalex.org/keywords/modular-neural-networks","display_name":"modular neural networks","score":0.871999979019165},{"id":"https://openalex.org/keywords/three-layer-neural-network","display_name":"three-layer neural network","score":0.6690000295639038},{"id":"https://openalex.org/keywords/alpha-helix","display_name":"alpha-helix","score":0.8610000014305115},{"id":"https://openalex.org/keywords/beta-sheet","display_name":"beta-sheet","score":0.9990000128746033},{"id":"https://openalex.org/keywords/coil","display_name":"coils","score":0.5239999890327454},{"id":"https://openalex.org/keywords/supercomputers","display_name":"supercomputers","score":0.48100000619888306},{"id":"https://openalex.org/keywords/overlearning","display_name":"overlearning","score":0.7910000085830688}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8263602256774902},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.8123023509979248},{"id":"https://openalex.org/C2781121602","wikidata":"https://www.wikidata.org/wiki/Q3504403","display_name":"Modular neural network","level":4,"score":0.7029016017913818},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.6358151435852051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609577476978302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5465684533119202},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4981112480163574},{"id":"https://openalex.org/C173079777","wikidata":"https://www.wikidata.org/wiki/Q4299350","display_name":"Nervous system network models","level":5,"score":0.4922553598880768},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.46919843554496765},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.43709105253219604},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.4255248010158539},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3779982328414917},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10019916296005249},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.05955517292022705},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.05748513340950012},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2463285871","doi":null,"is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=201902119262050684","pdf_url":null,"source":{"id":"https://openalex.org/S6169490","display_name":"Fujitsu Scientific and Technical Journal","issn_l":"0016-2523","issn":["0016-2523"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1","poland-40","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Fujitsu Scientific and Technical Journal","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2135605124","https://openalex.org/W95346362","https://openalex.org/W2119764329","https://openalex.org/W1526931128","https://openalex.org/W2169920048","https://openalex.org/W2057157558","https://openalex.org/W2136580388","https://openalex.org/W2025628304","https://openalex.org/W2572246458","https://openalex.org/W2023724498"],"abstract_inverted_index":{"The":[0,15,44,62],"prediction":[1,26,63,90],"of":[2,17,27,77,88],"globular":[3],"protein":[4,28],"secondary":[5,29,94],"structures":[6,30],"is":[7,35,39,73,83,100],"studied":[8],"by":[9,65],"a":[10,18,22,40,51,56,66,70],"neural":[11,19,42,48,67,80,106],"network":[12,20,49,68],"and":[13,33,54,104],"supercomputer.":[14],"application":[16],"with":[21,50,55,69],"modular":[23,52,71,105],"architecture":[24,53,72],"to":[25],"(\u03b1-helix,":[31],"\u03b2-sheet":[32],"coil)":[34],"presented.":[36],"Each":[37],"module":[38],"three-layer":[41,58],"network.":[43,81],"results":[45],"from":[46],"the":[47,78,86,93],"simple":[57],"structure":[59,95],"are":[60],"compared.":[61],"accuracy":[64],"higher":[74],"than":[75],"that":[76,85],"ordinary":[79,103],"It":[82],"found":[84],"percentage":[87],"correct":[89],"depends":[91],"on":[92],"classification":[96],"method.":[97],"Overlearning":[98],"effect":[99],"investigated":[101],"in":[102],"networks":[107]},"counts_by_year":[],"updated_date":"2025-10-10T17:16:08.811792","created_date":"2016-07-22T00:00:00"}