{"id":"https://openalex.org/W4352976921","doi":"https://doi.org/10.1007/978-3-031-28719-0_1","title":"Preventing Deterioration of\u00a0Classification Accuracy in\u00a0Predictive Coding Networks","display_name":"Preventing Deterioration of\u00a0Classification Accuracy in\u00a0Predictive Coding Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4352976921","doi":"https://doi.org/10.1007/978-3-031-28719-0_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-28719-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-28719-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","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/A5113047233","display_name":"Paul Kinghorn","orcid":null},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Paul F. Kinghorn","raw_affiliation_strings":["School of Engineering and Informatics, University of Sussex, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Informatics, University of Sussex, Brighton, UK","institution_ids":["https://openalex.org/I162608824"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048239223","display_name":"Beren Millidge","orcid":"https://orcid.org/0000-0003-1872-5635"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210108304","display_name":"MRC Brain Network Dynamics Unit","ror":"https://ror.org/01tfjyv98","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210087105","https://openalex.org/I4210108304","https://openalex.org/I90344618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Beren Millidge","raw_affiliation_strings":["MRC Brain Networks Dynamics Unit, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"MRC Brain Networks Dynamics Unit, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210108304","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026149273","display_name":"Christopher L. Buckley","orcid":"https://orcid.org/0000-0002-8551-9121"},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christopher L. Buckley","raw_affiliation_strings":["School of Engineering and Informatics, University of Sussex, Brighton, UK","University of Sussex, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Informatics, University of Sussex, Brighton, UK","institution_ids":["https://openalex.org/I162608824"]},{"raw_affiliation_string":"University of Sussex, Brighton, UK","institution_ids":["https://openalex.org/I162608824"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5113047233"],"corresponding_institution_ids":["https://openalex.org/I162608824"],"apc_list":null,"apc_paid":null,"fwci":3.5871,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90939759,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.9608793258666992},{"id":"https://openalex.org/keywords/predictive-coding","display_name":"Predictive coding","score":0.7597082853317261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6121747493743896},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5916382074356079},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5402730107307434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4998934268951416},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.47020822763442993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39356186985969543},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33062779903411865},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2513299584388733},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19590038061141968},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17016619443893433}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9608793258666992},{"id":"https://openalex.org/C2778061373","wikidata":"https://www.wikidata.org/wiki/Q1315146","display_name":"Predictive coding","level":3,"score":0.7597082853317261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6121747493743896},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5916382074356079},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5402730107307434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4998934268951416},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.47020822763442993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39356186985969543},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33062779903411865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2513299584388733},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19590038061141968},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17016619443893433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-28719-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-28719-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3660457013","display_name":null,"funder_award_id":"BB/S006338/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1504499192","https://openalex.org/W1514853588","https://openalex.org/W1601795611","https://openalex.org/W1977628053","https://openalex.org/W1988013646","https://openalex.org/W2015174295","https://openalex.org/W2026799324","https://openalex.org/W2049633694","https://openalex.org/W2096962395","https://openalex.org/W2119885245","https://openalex.org/W2127958135","https://openalex.org/W2131352719","https://openalex.org/W2132003317","https://openalex.org/W2153791616","https://openalex.org/W2165363188","https://openalex.org/W2237059274","https://openalex.org/W2617660370","https://openalex.org/W3033108376","https://openalex.org/W3161961853","https://openalex.org/W3197276179","https://openalex.org/W4385481140","https://openalex.org/W6610335769"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W4352976921"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}