{"id":"https://openalex.org/W1993220652","doi":"https://doi.org/10.1162/089976602760805304","title":"Notes on Bell-Sejnowski PDF-Matching Neuron","display_name":"Notes on Bell-Sejnowski PDF-Matching Neuron","publication_year":2002,"publication_date":"2002-12-01","ids":{"openalex":"https://openalex.org/W1993220652","doi":"https://doi.org/10.1162/089976602760805304","mag":"1993220652","pmid":"https://pubmed.ncbi.nlm.nih.gov/12503562"},"language":"en","primary_location":{"id":"doi:10.1162/089976602760805304","is_oa":false,"landing_page_url":"https://doi.org/10.1162/089976602760805304","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","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/A5079056700","display_name":"Simone Fiori","orcid":"https://orcid.org/0000-0001-5964-7464"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Fiori","raw_affiliation_strings":["Faculty of Engineering, University of Perugia, Loc. Pentima bassa, 21, I-05100 Terni, Italy,","Faculty of Engineering, University of Perugia, Loc. Pentima bassa, 21, I-05100 Terni, Italy#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Perugia, Loc. Pentima bassa, 21, I-05100 Terni, Italy,","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"Faculty of Engineering, University of Perugia, Loc. Pentima bassa, 21, I-05100 Terni, Italy#TAB#","institution_ids":["https://openalex.org/I27483092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079056700"],"corresponding_institution_ids":["https://openalex.org/I27483092"],"apc_list":null,"apc_paid":null,"fwci":1.2791,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82212626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"12","first_page":"2847","last_page":"2855"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9882000088691711,"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/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.6276456713676453},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5393005013465881},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.49942898750305176},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4346478283405304},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3549366593360901},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3325095772743225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31786057353019714},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1916615068912506},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15361684560775757},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.0946672260761261}],"concepts":[{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.6276456713676453},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5393005013465881},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.49942898750305176},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4346478283405304},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3549366593360901},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3325095772743225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31786057353019714},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1916615068912506},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15361684560775757},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0946672260761261}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/089976602760805304","is_oa":false,"landing_page_url":"https://doi.org/10.1162/089976602760805304","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:12503562","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/12503562","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":"Neural computation","raw_type":null},{"id":"pmh:oai:iris.univpm.it:11566/75067","is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/75067","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1967300288","https://openalex.org/W1972485741","https://openalex.org/W2060782328","https://openalex.org/W2108384452","https://openalex.org/W2130055919","https://openalex.org/W2137234026","https://openalex.org/W2139786579","https://openalex.org/W4247436488"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W2794488505","https://openalex.org/W4301594054","https://openalex.org/W2098475155","https://openalex.org/W2180033908","https://openalex.org/W2078162783","https://openalex.org/W2141767121","https://openalex.org/W2393910018","https://openalex.org/W3041490575","https://openalex.org/W2970690932"],"abstract_inverted_index":{"This":[0],"article":[1],"investigated":[2],"the":[3,12,18],"behavior":[4],"of":[5,11],"a":[6],"single-input,":[7],"single-unit":[8],"neuron":[9],"model":[10],"Bell-Sejnowski":[13],"class,":[14],"which":[15],"learn":[16],"through":[17],"maximum-entropy":[19],"principle,":[20],"in":[21],"order":[22],"to":[23],"understand":[24],"its":[25],"probability":[26],"density":[27],"function":[28],"and":[29],"matching":[30],"ability.":[31]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
