{"id":"https://openalex.org/W3043472501","doi":"https://doi.org/10.1162/isal_a_00277","title":"Visualizing computation in large-scale cellular automata","display_name":"Visualizing computation in large-scale cellular automata","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3043472501","doi":"https://doi.org/10.1162/isal_a_00277","mag":"3043472501"},"language":"en","primary_location":{"id":"doi:10.1162/isal_a_00277","is_oa":true,"landing_page_url":"https://doi.org/10.1162/isal_a_00277","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/isal_a_00277","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2020 Conference on Artificial Life","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/isal_a_00277","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068448102","display_name":"Hugo Cisneros","orcid":"https://orcid.org/0000-0003-3439-4565"},"institutions":[{"id":"https://openalex.org/I4210103330","display_name":"\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/01dp7jr64","country_code":"BI","type":"education","lineage":["https://openalex.org/I4210103330"]},{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]}],"countries":["BI","SK"],"is_corresponding":false,"raw_author_name":"Hugo Cisneros","raw_affiliation_strings":["Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","Czech Institute of Informatics, Robotics and Cybernetics [Prague]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","institution_ids":["https://openalex.org/I4210103330"]},{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics [Prague]","institution_ids":["https://openalex.org/I4210152232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025398783","display_name":"Josef \u0160ivic","orcid":"https://orcid.org/0000-0002-2554-5301"},"institutions":[{"id":"https://openalex.org/I4210103330","display_name":"\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/01dp7jr64","country_code":"BI","type":"education","lineage":["https://openalex.org/I4210103330"]}],"countries":["BI"],"is_corresponding":false,"raw_author_name":"Josef Sivic","raw_affiliation_strings":["Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","Models of visual object recognition and scene understanding"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","institution_ids":["https://openalex.org/I4210103330"]},{"raw_affiliation_string":"Models of visual object recognition and scene understanding","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020917394","display_name":"Tom\u00e1\u0161 Mikolov","orcid":null},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]},{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]}],"countries":["IL","SK"],"is_corresponding":false,"raw_author_name":"Tomas Mikolov","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics [Prague]","Facebook AI Research [Paris]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics [Prague]","institution_ids":["https://openalex.org/I4210152232"]},{"raw_affiliation_string":"Facebook AI Research [Paris]","institution_ids":["https://openalex.org/I2252078561"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":1.0,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9832000136375427,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9642000198364258,"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/cellular-automaton","display_name":"Cellular automaton","score":0.8766953349113464},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7499101161956787},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6633310317993164},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.591035783290863},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5613181591033936},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5600966215133667},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.5400247573852539},{"id":"https://openalex.org/keywords/stochastic-cellular-automaton","display_name":"Stochastic cellular automaton","score":0.5120249390602112},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44875630736351013},{"id":"https://openalex.org/keywords/mobile-automaton","display_name":"Mobile automaton","score":0.4440964460372925},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.44094622135162354},{"id":"https://openalex.org/keywords/automata-theory","display_name":"Automata theory","score":0.37855154275894165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2702403664588928},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21894732117652893}],"concepts":[{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.8766953349113464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7499101161956787},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6633310317993164},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.591035783290863},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5613181591033936},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5600966215133667},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.5400247573852539},{"id":"https://openalex.org/C192499940","wikidata":"https://www.wikidata.org/wiki/Q17022326","display_name":"Stochastic cellular automaton","level":3,"score":0.5120249390602112},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44875630736351013},{"id":"https://openalex.org/C50348692","wikidata":"https://www.wikidata.org/wiki/Q6887056","display_name":"Mobile automaton","level":4,"score":0.4440964460372925},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.44094622135162354},{"id":"https://openalex.org/C116248031","wikidata":"https://www.wikidata.org/wiki/Q214526","display_name":"Automata theory","level":3,"score":0.37855154275894165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2702403664588928},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21894732117652893},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/isal_a_00277","is_oa":true,"landing_page_url":"https://doi.org/10.1162/isal_a_00277","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/isal_a_00277","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2020 Conference on Artificial Life","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2104.01008","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2104.01008","pdf_url":"https://arxiv.org/pdf/2104.01008","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":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-02933012v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-02933012","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ALIFE 2020: The 2020 Conference on Artificial Life, Jul 2020, Online, France. pp.239-247, ⟨10.1162/isal_a_00277⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1162/isal_a_00277","is_oa":true,"landing_page_url":"https://doi.org/10.1162/isal_a_00277","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/isal_a_00277","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2020 Conference on Artificial Life","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5838787665","display_name":"PaRis Artificial Intelligence Research InstitutE","funder_award_id":"ANR-19-P3IA-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W66521670","https://openalex.org/W1483650223","https://openalex.org/W1545298551","https://openalex.org/W1806547840","https://openalex.org/W1871848960","https://openalex.org/W1965838279","https://openalex.org/W1974584038","https://openalex.org/W1979559232","https://openalex.org/W2009649053","https://openalex.org/W2017640090","https://openalex.org/W2031177719","https://openalex.org/W2032254348","https://openalex.org/W2036613247","https://openalex.org/W2038559670","https://openalex.org/W2046994290","https://openalex.org/W2068604432","https://openalex.org/W2078626246","https://openalex.org/W2088452582","https://openalex.org/W2108704847","https://openalex.org/W2121741559","https://openalex.org/W2122538988","https://openalex.org/W2142604867","https://openalex.org/W2164199443","https://openalex.org/W2413334978","https://openalex.org/W2620826411","https://openalex.org/W2782137657","https://openalex.org/W2894564506","https://openalex.org/W2962852502","https://openalex.org/W2963123289","https://openalex.org/W2963847270","https://openalex.org/W3002683024","https://openalex.org/W3022436500","https://openalex.org/W3129170862","https://openalex.org/W4232722314"],"related_works":["https://openalex.org/W4211227983","https://openalex.org/W4255696416","https://openalex.org/W45821419","https://openalex.org/W1969391024","https://openalex.org/W3208503416","https://openalex.org/W2002600082","https://openalex.org/W1994519856","https://openalex.org/W657691411","https://openalex.org/W2477235763","https://openalex.org/W2187750912"],"abstract_inverted_index":{"Emergent":[0],"processes":[1],"in":[2,42,55,88,95],"complex":[3,39],"systems":[4,47,117],"such":[5],"as":[6],"cellular":[7,43,63,97],"automata":[8,44,64,98,110],"can":[9],"perform":[10],"computations":[11,40],"of":[12,49,69,81],"increasing":[13],"complexity,":[14],"and":[15,45,73,85,114],"could":[16],"possibly":[17],"lead":[18],"to":[19,32,111],"artificial":[20],"evolution.":[21],"Such":[22],"a":[23],"feat":[24],"would":[25],"require":[26],"scaling":[27],"up":[28],"current":[29],"simulation":[30],"sizes":[31,113],"allow":[33],"for":[34,61],"enough":[35],"computational":[36],"capacity.":[37],"Understanding":[38],"happening":[41],"other":[46],"capable":[48],"emergence":[50],"poses":[51],"many":[52],"challenges,":[53],"especially":[54],"large-scale":[56,82],"systems.":[57,90],"We":[58],"propose":[59],"methods":[60,106],"coarse-graining":[62],"based":[65],"on":[66],"frequency":[67],"analysis":[68,87],"cell":[70],"states,":[71],"clustering":[72],"autoencoders.":[74],"These":[75],"innovative":[76],"techniques":[77],"facilitate":[78],"the":[79],"discovery":[80],"structure":[83],"formation":[84],"complexity":[86],"those":[89],"They":[91],"emphasize":[92],"interesting":[93],"behaviors":[94],"elementary":[96],"while":[99],"filtering":[100],"out":[101],"background":[102],"patterns.":[103],"Moreover,":[104],"our":[105],"reduce":[107],"large":[108],"2D":[109],"smaller":[112],"enable":[115],"identifying":[116],"that":[118],"behave":[119],"interestingly":[120],"at":[121],"multiple":[122],"scales.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}