{"id":"https://openalex.org/W1501528231","doi":"https://doi.org/10.1109/isit.2008.4595038","title":"Statistical mechanics of lossy compression for non-monotonic multilayer perceptrons","display_name":"Statistical mechanics of lossy compression for non-monotonic multilayer perceptrons","publication_year":2008,"publication_date":"2008-07-01","ids":{"openalex":"https://openalex.org/W1501528231","doi":"https://doi.org/10.1109/isit.2008.4595038","mag":"1501528231"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2008.4595038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2008.4595038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Symposium on Information Theory","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hiroshima-cu.repo.nii.ac.jp/records/1317","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061306478","display_name":"Florent Cousseau","orcid":null},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Florent Cousseau","raw_affiliation_strings":["University of Tokyo, Chiba, Japan","Univ. of Tokyo, Chiba"],"affiliations":[{"raw_affiliation_string":"University of Tokyo, Chiba, Japan","institution_ids":["https://openalex.org/I74801974"]},{"raw_affiliation_string":"Univ. of Tokyo, Chiba","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102112834","display_name":"Kazushi Mimura","orcid":null},"institutions":[{"id":"https://openalex.org/I57930482","display_name":"Hiroshima City University","ror":"https://ror.org/001et4e78","country_code":"JP","type":"education","lineage":["https://openalex.org/I57930482"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazushi Mimura","raw_affiliation_strings":["Hiroshima City University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Hiroshima City University, Hiroshima, Japan","institution_ids":["https://openalex.org/I57930482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103124754","display_name":"Masato Okada","orcid":"https://orcid.org/0000-0002-9040-8784"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masato Okada","raw_affiliation_strings":["RIKEN BSI, University of Tokyo, Chiba, Japan"],"affiliations":[{"raw_affiliation_string":"RIKEN BSI, University of Tokyo, Chiba, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061306478"],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":1.5247,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83933255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"78","issue":"2","first_page":"509","last_page":"513"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/lossy-compression","display_name":"Lossy compression","score":0.9129082560539246},{"id":"https://openalex.org/keywords/statistical-mechanics","display_name":"Statistical mechanics","score":0.6148035526275635},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.5903791189193726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5626287460327148},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5522841215133667},{"id":"https://openalex.org/keywords/replica","display_name":"Replica","score":0.5206357836723328},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5025146007537842},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4395046532154083},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39870500564575195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3233083486557007},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.32306551933288574},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.2051151692867279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1805284023284912},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1290808916091919},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.12515440583229065},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11307856440544128}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.9129082560539246},{"id":"https://openalex.org/C99874945","wikidata":"https://www.wikidata.org/wiki/Q188715","display_name":"Statistical mechanics","level":2,"score":0.6148035526275635},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.5903791189193726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5626287460327148},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5522841215133667},{"id":"https://openalex.org/C2775937380","wikidata":"https://www.wikidata.org/wiki/Q1232589","display_name":"Replica","level":2,"score":0.5206357836723328},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5025146007537842},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4395046532154083},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39870500564575195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3233083486557007},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.32306551933288574},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.2051151692867279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1805284023284912},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1290808916091919},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.12515440583229065},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11307856440544128},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit.2008.4595038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2008.4595038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Symposium on Information Theory","raw_type":"proceedings-article"},{"id":"pmh:oai:irdb.nii.ac.jp:01379:0005858951","is_oa":true,"landing_page_url":"https://hiroshima-cu.repo.nii.ac.jp/records/1317","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Physical Review E - Statistical, Nonlinear, and Soft Matter Physics","raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:irdb.nii.ac.jp:01379:0005858951","is_oa":true,"landing_page_url":"https://hiroshima-cu.repo.nii.ac.jp/records/1317","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Physical Review E - Statistical, Nonlinear, and Soft Matter Physics","raw_type":"journal article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1650706190","https://openalex.org/W1991904924","https://openalex.org/W1995875735","https://openalex.org/W2002504600","https://openalex.org/W2023837728","https://openalex.org/W2027455694","https://openalex.org/W2027733687","https://openalex.org/W2030405774","https://openalex.org/W2033606703","https://openalex.org/W2083873257","https://openalex.org/W2099111195","https://openalex.org/W2140655888","https://openalex.org/W2160567110","https://openalex.org/W2160968730","https://openalex.org/W3102487514","https://openalex.org/W3105235940","https://openalex.org/W4365806327"],"related_works":["https://openalex.org/W3013979739","https://openalex.org/W2655578171","https://openalex.org/W2577913821","https://openalex.org/W2460131733","https://openalex.org/W2953070151","https://openalex.org/W3105308007","https://openalex.org/W2061278367","https://openalex.org/W1922159006","https://openalex.org/W2068476337","https://openalex.org/W2002772250"],"abstract_inverted_index":{"A":[0],"lossy":[1,41],"data":[2],"compression":[3,42],"scheme":[4,43,48],"for":[5],"uniformly":[6],"biased":[7],"Boolean":[8],"messages":[9],"is":[10,56],"investigated":[11],"via":[12],"statistical":[13],"mechanics":[14],"techniques.":[15],"The":[16,47],"present":[17],"paper":[18],"utilize":[19],"tree-like":[20,26],"committee":[21,63],"machine":[22,28],"(committee":[23],"tree)":[24,30],"and":[25,64],"parity":[27,65],"(parity":[29],"whose":[31],"transfer":[32],"functions":[33],"are":[34,68],"non-monotonic,":[35],"completing":[36],"the":[37,40,51,59,72],"study":[38],"of":[39],"using":[44,58],"perceptron-based":[45],"decoder.":[46],"performance":[49],"at":[50],"infinite":[52],"code":[53],"length":[54],"limit":[55],"analyzed":[57],"replica":[60],"method.":[61],"Both":[62],"treelike":[66],"networks":[67],"shown":[69],"to":[70],"saturate":[71],"Shannon":[73],"bound.":[74]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
