{"id":"https://openalex.org/W2143262140","doi":"https://doi.org/10.1142/s0219525913500124","title":"METABOLIC COST AS AN ORGANIZING PRINCIPLE FOR COOPERATIVE LEARNING","display_name":"METABOLIC COST AS AN ORGANIZING PRINCIPLE FOR COOPERATIVE LEARNING","publication_year":2013,"publication_date":"2013-04-11","ids":{"openalex":"https://openalex.org/W2143262140","doi":"https://doi.org/10.1142/s0219525913500124","mag":"2143262140"},"language":"en","primary_location":{"id":"doi:10.1142/s0219525913500124","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525913500124","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},"type":"article","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/A5011169641","display_name":"David Balduzzi","orcid":"https://orcid.org/0000-0002-1466-7864"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]},{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]}],"countries":["CH","DE"],"is_corresponding":true,"raw_author_name":"DAVID BALDUZZI","raw_affiliation_strings":["Swiss Federal Institute of Technology, ETH Z\u00fcrich, Switzerland","Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society"],"affiliations":[{"raw_affiliation_string":"Swiss Federal Institute of Technology, ETH Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society","institution_ids":["https://openalex.org/I4210135521","https://openalex.org/I149899117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035060247","display_name":"Pedro A. Ortega","orcid":"https://orcid.org/0000-0003-2261-8453"},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"PEDRO A. ORTEGA","raw_affiliation_strings":["Max Planck Institute for Intelligent Systems, T\u00fcbingen, Germany","Research Group Sensorimotor Learning and Decision-Making, Max Planck Institute for Intelligent Systems, Max Planck Society"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Intelligent Systems, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210135521"]},{"raw_affiliation_string":"Research Group Sensorimotor Learning and Decision-Making, Max Planck Institute for Intelligent Systems, Max Planck Society","institution_ids":["https://openalex.org/I4210135521","https://openalex.org/I149899117"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032173459","display_name":"Michel Besserve","orcid":"https://orcid.org/0000-0003-0025-2323"},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"MICHEL BESSERVE","raw_affiliation_strings":["Max Planck Institute for Intelligent Systems, T\u00fcbingen, Germany","Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Intelligent Systems, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210135521"]},{"raw_affiliation_string":"Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society","institution_ids":["https://openalex.org/I4210135521","https://openalex.org/I149899117"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011169641"],"corresponding_institution_ids":["https://openalex.org/I149899117","https://openalex.org/I35440088","https://openalex.org/I4210135521"],"apc_list":null,"apc_paid":null,"fwci":1.0639,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.76508501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"16","issue":"02n03","first_page":"1350012","last_page":"1350012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6242897510528564},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6124622225761414},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5701906681060791},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5542617440223694},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.497360497713089},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.49487799406051636},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4484918415546417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4415481388568878},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4169531464576721},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4168267846107483},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15365713834762573},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14922869205474854},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.14600259065628052},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07797721028327942}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6242897510528564},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6124622225761414},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5701906681060791},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5542617440223694},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.497360497713089},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.49487799406051636},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4484918415546417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4415481388568878},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4169531464576721},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4168267846107483},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15365713834762573},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14922869205474854},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.14600259065628052},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07797721028327942},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219525913500124","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525913500124","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:acsxxx:v:16:y:2013:i:02n03:n:s0219525913500124","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219525913500124","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1486852018","https://openalex.org/W1557517019","https://openalex.org/W1986246844","https://openalex.org/W1993195029","https://openalex.org/W2015113576","https://openalex.org/W2029232177","https://openalex.org/W2042422091","https://openalex.org/W2045436209","https://openalex.org/W2061897041","https://openalex.org/W2065158671","https://openalex.org/W2074376560","https://openalex.org/W2076118331","https://openalex.org/W2080659194","https://openalex.org/W2080693060","https://openalex.org/W2086238474","https://openalex.org/W2097560155","https://openalex.org/W2105464873","https://openalex.org/W2106010231","https://openalex.org/W2107362261","https://openalex.org/W2108714018","https://openalex.org/W2119794086","https://openalex.org/W2120745192","https://openalex.org/W2121863487","https://openalex.org/W2122410182","https://openalex.org/W2137852486","https://openalex.org/W2149250320","https://openalex.org/W2164189343","https://openalex.org/W2168558032","https://openalex.org/W2185212694","https://openalex.org/W2215343611","https://openalex.org/W2485180682","https://openalex.org/W2519411794","https://openalex.org/W2623293810","https://openalex.org/W2979454998","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2103419012","https://openalex.org/W2988126442","https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W1974414866","https://openalex.org/W2144453115","https://openalex.org/W2128223750"],"abstract_inverted_index":{"This":[0],"article":[1],"investigates":[2],"how":[3,27],"neurons":[4,20,28,74],"can":[5],"use":[6],"metabolic":[7,55,68,90,125],"cost":[8,56,69,126],"to":[9,31,143],"facilitate":[10],"learning":[11,115],"at":[12],"a":[13,41,71,88,140],"population":[14],"level.":[15],"Although":[16],"decision-making":[17],"by":[18,54],"individual":[19],"has":[21],"been":[22],"extensively":[23],"studied,":[24],"questions":[25],"regarding":[26],"should":[29],"behave":[30],"cooperate":[32],"effectively":[33],"remain":[34],"largely":[35],"unaddressed.":[36],"Under":[37],"assumptions":[38],"that":[39,50,116,124],"capture":[40],"few":[42],"basic":[43],"features":[44],"of":[45,61,96,99,104,112,148],"cortical":[46],"neurons,":[47],"we":[48,108],"show":[49],"constraining":[51],"reward":[52,77],"maximization":[53],"aligns":[57],"the":[58,94,102,133,144],"information":[59],"content":[60],"actions":[62],"with":[63],"their":[64,79],"expected":[65,76],"reward.":[66],"Thus,":[67],"provides":[70],"mechanism":[72],"whereby":[73],"encode":[75],"into":[78],"outputs.":[80],"Further,":[81],"aside":[82],"from":[83],"reducing":[84],"energy":[85],"expenditures,":[86],"imposing":[87],"tight":[89],"constraint":[91],"also":[92,138],"increases":[93],"accuracy":[95],"empirical":[97],"estimates":[98],"rewards,":[100],"increasing":[101],"robustness":[103],"distributed":[105],"learning.":[106],"Finally,":[107],"present":[109],"two":[110],"implementations":[111],"metabolically":[113],"constrained":[114],"confirm":[117],"our":[118],"theoretical":[119],"finding.":[120],"These":[121],"results":[122],"suggest":[123],"may":[127,137],"be":[128],"an":[129],"organizing":[130],"principle":[131],"underlying":[132],"neural":[134],"code,":[135],"and":[136,146],"provide":[139],"useful":[141],"guide":[142],"design":[145],"analysis":[147],"other":[149],"cooperating":[150],"populations.":[151]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
