{"id":"https://openalex.org/W2912987408","doi":"https://doi.org/10.1007/978-3-030-16841-4_10","title":"An Information Theoretic Approach to the Autoencoder","display_name":"An Information Theoretic Approach to the Autoencoder","publication_year":2019,"publication_date":"2019-04-02","ids":{"openalex":"https://openalex.org/W2912987408","doi":"https://doi.org/10.1007/978-3-030-16841-4_10","mag":"2912987408"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-16841-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16841-4_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1901.08019","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069448323","display_name":"Vincenzo Crescimanna","orcid":"https://orcid.org/0000-0002-6578-4040"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vincenzo Crescimanna","raw_affiliation_strings":["University of Stirling, Stirling, UK","Univ. of Stirling#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stirling, Stirling, UK","institution_ids":["https://openalex.org/I12093191"]},{"raw_affiliation_string":"Univ. of Stirling#TAB#","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060735528","display_name":"Bruce Graham","orcid":"https://orcid.org/0000-0002-3243-2532"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bruce Graham","raw_affiliation_strings":["University of Stirling, Stirling, UK","University of Stirling, Stirling, UK,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stirling, Stirling, UK","institution_ids":["https://openalex.org/I12093191"]},{"raw_affiliation_string":"University of Stirling, Stirling, UK,","institution_ids":["https://openalex.org/I12093191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12093191"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02647822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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/T11309","display_name":"Music and Audio Processing","score":0.9987999796867371,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/autoencoder","display_name":"Autoencoder","score":0.97746741771698},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.9705603122711182},{"id":"https://openalex.org/keywords/infomax","display_name":"Infomax","score":0.7630957365036011},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.7062669992446899},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.6475324630737305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6250848174095154},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5722923874855042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5290578603744507},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.4508603811264038},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3573901057243347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.334741473197937},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.28159815073013306},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2260778844356537}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.97746741771698},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.9705603122711182},{"id":"https://openalex.org/C153402090","wikidata":"https://www.wikidata.org/wiki/Q6030480","display_name":"Infomax","level":4,"score":0.7630957365036011},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.7062669992446899},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.6475324630737305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6250848174095154},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5722923874855042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5290578603744507},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.4508603811264038},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3573901057243347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.334741473197937},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.28159815073013306},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2260778844356537},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-16841-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16841-4_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1901.08019","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.08019","pdf_url":"https://arxiv.org/pdf/1901.08019","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2912987408","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1901.08019","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1901.08019","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1901.08019","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1901.08019","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.08019","pdf_url":"https://arxiv.org/pdf/1901.08019","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W16016350","https://openalex.org/W81409850","https://openalex.org/W104847522","https://openalex.org/W1533072162","https://openalex.org/W1959608418","https://openalex.org/W1995875735","https://openalex.org/W2025768430","https://openalex.org/W2078626246","https://openalex.org/W2086726221","https://openalex.org/W2103236816","https://openalex.org/W2108384452","https://openalex.org/W2122925692","https://openalex.org/W2123649031","https://openalex.org/W2141622014","https://openalex.org/W2163922914","https://openalex.org/W2187089797","https://openalex.org/W2616536158","https://openalex.org/W2750384547","https://openalex.org/W2942228371","https://openalex.org/W2963673242","https://openalex.org/W6600679772"],"related_works":["https://openalex.org/W2897786479","https://openalex.org/W1659448245","https://openalex.org/W2993554215","https://openalex.org/W3037803052","https://openalex.org/W3005796368","https://openalex.org/W2982110666","https://openalex.org/W3110632587","https://openalex.org/W3011930947","https://openalex.org/W3114417845","https://openalex.org/W2545008439","https://openalex.org/W2912829682","https://openalex.org/W3158921892","https://openalex.org/W2913720397","https://openalex.org/W3007069630","https://openalex.org/W3107565136","https://openalex.org/W3209221531","https://openalex.org/W2738235900","https://openalex.org/W2981272086","https://openalex.org/W2963146253","https://openalex.org/W2962984958"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}