{"id":"https://openalex.org/W43382659","doi":"https://doi.org/10.1007/978-1-60327-101-1_2","title":"Overview of Artificial Neural Networks","display_name":"Overview of Artificial Neural Networks","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W43382659","doi":"https://doi.org/10.1007/978-1-60327-101-1_2","mag":"43382659","pmid":"https://pubmed.ncbi.nlm.nih.gov/19065803"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-60327-101-1_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-60327-101-1_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210172139","display_name":"Methods in molecular biology","issn_l":"1064-3745","issn":["1064-3745","1940-6029"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Methods in Molecular Biology\u2122","raw_type":"book-chapter"},"type":"review","indexed_in":["crossref","pubmed"],"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/A5030296593","display_name":"Jinming Zou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinming Zou","raw_affiliation_strings":["Locus Pharmaceuticals, Inc, Blue Bell, PA, USA","Locus Pharmaceuticals, Inc., Blue Bell, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Locus Pharmaceuticals, Inc, Blue Bell, PA, USA","institution_ids":[]},{"raw_affiliation_string":"Locus Pharmaceuticals, Inc., Blue Bell, PA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086735553","display_name":"Yi Han","orcid":"https://orcid.org/0000-0001-8089-0805"},"institutions":[{"id":"https://openalex.org/I55921689","display_name":"La Roche College","ror":"https://ror.org/04bthcb08","country_code":"US","type":"education","lineage":["https://openalex.org/I55921689"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Han","raw_affiliation_strings":["Discovery Chemistry, Hoffmann-La Roche Inc, 340 Kingsland St, Nutley, NJ, 07110, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discovery Chemistry, Hoffmann-La Roche Inc, 340 Kingsland St, Nutley, NJ, 07110, USA","institution_ids":["https://openalex.org/I55921689"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083929639","display_name":"Sung\u2010Sau So","orcid":null},"institutions":[{"id":"https://openalex.org/I55921689","display_name":"La Roche College","ror":"https://ror.org/04bthcb08","country_code":"US","type":"education","lineage":["https://openalex.org/I55921689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sung-Sau So","raw_affiliation_strings":["Discovery Chemistry, Hoffmann-La Roche Inc, Nutley, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discovery Chemistry, Hoffmann-La Roche Inc, Nutley, NJ, USA","institution_ids":["https://openalex.org/I55921689"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086735553"],"corresponding_institution_ids":["https://openalex.org/I55921689"],"apc_list":null,"apc_paid":null,"fwci":4.2244,"has_fulltext":false,"cited_by_count":657,"citation_normalized_percentile":{"value":0.93255069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"458","issue":null,"first_page":"14","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9824000000953674,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9710999727249146,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/artificial-neural-network","display_name":"Artificial neural network","score":0.7742953300476074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7283262014389038},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6841000318527222},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5365965366363525},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5285899639129639},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49151143431663513}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7742953300476074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7283262014389038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6841000318527222},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5365965366363525},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5285899639129639},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49151143431663513},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D002626","descriptor_name":"Chemistry, Pharmaceutical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002626","descriptor_name":"Chemistry, Pharmaceutical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002626","descriptor_name":"Chemistry, Pharmaceutical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015195","descriptor_name":"Drug Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015195","descriptor_name":"Drug Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015195","descriptor_name":"Drug Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/978-1-60327-101-1_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-60327-101-1_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210172139","display_name":"Methods in molecular biology","issn_l":"1064-3745","issn":["1064-3745","1940-6029"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Methods in Molecular Biology\u2122","raw_type":"book-chapter"},{"id":"pmid:19065803","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19065803","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Methods in molecular biology (Clifton, N.J.)","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W22297218","https://openalex.org/W1975762142","https://openalex.org/W1991848143","https://openalex.org/W1995341919","https://openalex.org/W1997442617","https://openalex.org/W2008353316","https://openalex.org/W2094853678","https://openalex.org/W2128084896","https://openalex.org/W3207342693","https://openalex.org/W4233045210","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"The":[0,23,52,83],"artificial":[1],"neural":[2,7],"network":[3,125],"(ANN),":[4],"or":[5,43],"simply":[6],"network,":[8],"is":[9,54,76,91],"a":[10,47,70],"machine":[11],"learning":[12,122],"method":[13],"evolved":[14],"from":[15],"the":[16,20,37,62,74,102,109,131,134],"idea":[17],"of":[18,50,56,78,104,133],"simulating":[19],"human":[21],"brain.":[22],"data":[24],"explosion":[25],"in":[26,64],"modem":[27],"drug":[28,65],"discovery":[29,66],"research":[30],"requires":[31],"sophisticated":[32,117],"analysis":[33],"methods":[34,123],"to":[35,60,69],"uncover":[36],"hidden":[38],"causal":[39],"relationships":[40],"between":[41],"single":[42],"multiple":[44],"responses":[45],"and":[46,90,93,107,124],"large":[48],"set":[49],"properties.":[51],"ANN":[53,75,84,105],"one":[55],"many":[57],"versatile":[58],"tools":[59],"meet":[61],"demand":[63],"modeling.":[67],"Compared":[68],"traditional":[71],"regression":[72],"approach,":[73],"capable":[77],"modeling":[79],"complex":[80],"nonlinear":[81],"relationships.":[82],"also":[85],"has":[86],"excellent":[87],"fault":[88],"tolerance":[89],"fast":[92],"highly":[94],"scalable":[95],"with":[96],"parallel":[97],"processing.":[98],"This":[99],"chapter":[100],"introduces":[101],"background":[103],"development":[106],"outlines":[108],"basic":[110],"concepts":[111],"crucially":[112],"important":[113],"for":[114],"understanding":[115],"more":[116],"ANN.":[118],"Several":[119],"commonly":[120],"used":[121],"setups":[126],"are":[127],"discussed":[128],"briefly":[129],"at":[130],"end":[132],"chapter.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":37},{"year":2025,"cited_by_count":158},{"year":2024,"cited_by_count":169},{"year":2023,"cited_by_count":96},{"year":2022,"cited_by_count":69},{"year":2021,"cited_by_count":33},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":9}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
