{"id":"https://openalex.org/W38314106","doi":"https://doi.org/10.1007/978-1-4471-3427-5_2","title":"A Beginner\u2019s Guide to the Mathematics of Neural Networks","display_name":"A Beginner\u2019s Guide to the Mathematics of Neural Networks","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W38314106","doi":"https://doi.org/10.1007/978-1-4471-3427-5_2","mag":"38314106"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4471-3427-5_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-3427-5_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210236473","display_name":"Perspectives in neural computing","issn_l":"1431-6854","issn":["1431-6854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives in Neural Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5010134054","display_name":"A C C Coolen","orcid":"https://orcid.org/0000-0002-6976-5875"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"A. C. C. Coolen","raw_affiliation_strings":["Department of Mathematics, King\u2019s College London, UK","Department of Mathematics, King's College London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, King\u2019s College London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Mathematics, King's College London, UK","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010134054"],"corresponding_institution_ids":["https://openalex.org/I183935753"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.0129285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9526000022888184,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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":0.7975871562957764},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.665981650352478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5822641849517822},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5448051691055298},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4841640591621399},{"id":"https://openalex.org/keywords/nervous-system-network-models","display_name":"Nervous system network models","score":0.413802832365036},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3567945957183838},{"id":"https://openalex.org/keywords/types-of-artificial-neural-networks","display_name":"Types of artificial neural networks","score":0.33534830808639526},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3228488564491272},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.26595550775527954},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.12932968139648438}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7975871562957764},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.665981650352478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5822641849517822},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5448051691055298},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4841640591621399},{"id":"https://openalex.org/C173079777","wikidata":"https://www.wikidata.org/wiki/Q4299350","display_name":"Nervous system network models","level":5,"score":0.413802832365036},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3567945957183838},{"id":"https://openalex.org/C177973122","wikidata":"https://www.wikidata.org/wiki/Q7860946","display_name":"Types of artificial neural networks","level":4,"score":0.33534830808639526},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3228488564491272},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.26595550775527954},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.12932968139648438},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4471-3427-5_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-3427-5_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210236473","display_name":"Perspectives in neural computing","issn_l":"1431-6854","issn":["1431-6854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives in Neural Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W49207129","https://openalex.org/W599808240","https://openalex.org/W637650731","https://openalex.org/W1508753734","https://openalex.org/W1512092998","https://openalex.org/W1536929369","https://openalex.org/W1554663460","https://openalex.org/W1572401739","https://openalex.org/W1679913846","https://openalex.org/W1779118659","https://openalex.org/W1884390770","https://openalex.org/W1968621731","https://openalex.org/W1971565000","https://openalex.org/W1991848143","https://openalex.org/W2002011878","https://openalex.org/W2018198423","https://openalex.org/W2042524010","https://openalex.org/W2124776405","https://openalex.org/W2133671888","https://openalex.org/W2490948353","https://openalex.org/W2921444979","https://openalex.org/W3124563337","https://openalex.org/W4206502013","https://openalex.org/W4213332169","https://openalex.org/W4253354958","https://openalex.org/W4298069009","https://openalex.org/W4388297464","https://openalex.org/W6600867986","https://openalex.org/W6827284577"],"related_works":["https://openalex.org/W180587397","https://openalex.org/W2765937093","https://openalex.org/W2386387936","https://openalex.org/W3087051834","https://openalex.org/W615938567","https://openalex.org/W2533573066","https://openalex.org/W1584270863","https://openalex.org/W4205997047","https://openalex.org/W2085961337","https://openalex.org/W1629725936"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
