{"id":"https://openalex.org/W3042764081","doi":null,"title":"Mathematical Theory of Neural Network Models for Machine Learning","display_name":"Mathematical Theory of Neural Network Models for Machine Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042764081","mag":"3042764081"},"language":"en","primary_location":{"id":"mag:3042764081","doi":null,"is_oa":false,"landing_page_url":"https://dataspace.princeton.edu/bitstream/88435/dsp01xp68kk143/1/Ma_princeton_0181D_13374.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"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/A5108838667","display_name":"Chao Ma","orcid":"https://orcid.org/0000-0002-8901-960X","observed_orcids":["https://orcid.org/0000-0002-8901-960X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chao Ma","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7443-6267","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5108838667"],"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":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9976000189781189,"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":0.9976000189781189,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.0007999999797903001,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.0003000000142492354,"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/neural-network-model","display_name":"neural network model","score":0.9660000205039978},{"id":"https://openalex.org/keywords/mathematical-theory","display_name":"mathematical theory","score":0.6909999847412109},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.847000002861023},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.5879999995231628}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6591832041740417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5649720430374146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5634896159172058},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43601056933403015},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.4127386510372162},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.22706720232963562}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3042764081","doi":null,"is_oa":false,"landing_page_url":"https://dataspace.princeton.edu/bitstream/88435/dsp01xp68kk143/1/Ma_princeton_0181D_13374.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"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":55,"referenced_works":["https://openalex.org/W1493832124","https://openalex.org/W1498436455","https://openalex.org/W1524622012","https://openalex.org/W1686810756","https://openalex.org/W1986280275","https://openalex.org/W1988115241","https://openalex.org/W1995341919","https://openalex.org/W2027197837","https://openalex.org/W2029030701","https://openalex.org/W2029538739","https://openalex.org/W2031299600","https://openalex.org/W2032814004","https://openalex.org/W2040870580","https://openalex.org/W2043005456","https://openalex.org/W2064675550","https://openalex.org/W2066359652","https://openalex.org/W2066462711","https://openalex.org/W2071048859","https://openalex.org/W2076063813","https://openalex.org/W2107822587","https://openalex.org/W2115761837","https://openalex.org/W2136848157","https://openalex.org/W2139338362","https://openalex.org/W2146502635","https://openalex.org/W2166116275","https://openalex.org/W2168022998","https://openalex.org/W2194775991","https://openalex.org/W2267236547","https://openalex.org/W2404068508","https://openalex.org/W2532798880","https://openalex.org/W2579923771","https://openalex.org/W2593958421","https://openalex.org/W2594458255","https://openalex.org/W2604117713","https://openalex.org/W2709553318","https://openalex.org/W2738410460","https://openalex.org/W2741952635","https://openalex.org/W2785749378","https://openalex.org/W2804589149","https://openalex.org/W2809090039","https://openalex.org/W2912260645","https://openalex.org/W2912811302","https://openalex.org/W2919115771","https://openalex.org/W2935998557","https://openalex.org/W2936995161","https://openalex.org/W2938647293","https://openalex.org/W2963097630","https://openalex.org/W2963100491","https://openalex.org/W2963410064","https://openalex.org/W2963655672","https://openalex.org/W2963959597","https://openalex.org/W2964121744","https://openalex.org/W2984511682","https://openalex.org/W3119586787","https://openalex.org/W4236362309"],"related_works":["https://openalex.org/W4250944111","https://openalex.org/W2213052603","https://openalex.org/W3166612562","https://openalex.org/W7067744834","https://openalex.org/W7074078430","https://openalex.org/W2899795185","https://openalex.org/W7095851671","https://openalex.org/W2619886107","https://openalex.org/W7030333541","https://openalex.org/W7223240857"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-07-23T00:00:00"}
