{"id":"https://openalex.org/W4413449855","doi":"https://doi.org/10.1007/s11023-025-09742-z","title":"No Room in the Reservoir","display_name":"No Room in the Reservoir","publication_year":2025,"publication_date":"2025-08-23","ids":{"openalex":"https://openalex.org/W4413449855","doi":"https://doi.org/10.1007/s11023-025-09742-z"},"language":"en","primary_location":{"id":"doi:10.1007/s11023-025-09742-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11023-025-09742-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11023-025-09742-z.pdf","source":{"id":"https://openalex.org/S160466889","display_name":"Minds and Machines","issn_l":"0924-6495","issn":["0924-6495","1572-8641"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Minds and Machines","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11023-025-09742-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061555779","display_name":"Benjamin C. Jantzen","orcid":"https://orcid.org/0000-0001-9040-679X"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Benjamin Jantzen","raw_affiliation_strings":["Philosophy Department, Virginia Tech, 370 Drillfield Drive, 411 War Memorial Hall, Blacksburg, VA, 24060, USA"],"raw_orcid":"https://orcid.org/0000-0001-9040-679X","affiliations":[{"raw_affiliation_string":"Philosophy Department, Virginia Tech, 370 Drillfield Drive, 411 War Memorial Hall, Blacksburg, VA, 24060, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5061555779"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1003871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998000264167786,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998000264167786,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9168000221252441,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/philosophy-of-science","display_name":"Philosophy of science","score":0.613344669342041},{"id":"https://openalex.org/keywords/philosophy-of-mind","display_name":"Philosophy of mind","score":0.5956482887268066},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.5567406415939331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35292670130729675},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.23564547300338745},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.1707863211631775},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12055209279060364},{"id":"https://openalex.org/keywords/metaphysics","display_name":"Metaphysics","score":0.04781472682952881}],"concepts":[{"id":"https://openalex.org/C110099512","wikidata":"https://www.wikidata.org/wiki/Q59115","display_name":"Philosophy of science","level":2,"score":0.613344669342041},{"id":"https://openalex.org/C24726157","wikidata":"https://www.wikidata.org/wiki/Q23407","display_name":"Philosophy of mind","level":3,"score":0.5956482887268066},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.5567406415939331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35292670130729675},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.23564547300338745},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.1707863211631775},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12055209279060364},{"id":"https://openalex.org/C182744844","wikidata":"https://www.wikidata.org/wiki/Q35277","display_name":"Metaphysics","level":2,"score":0.04781472682952881}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11023-025-09742-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11023-025-09742-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11023-025-09742-z.pdf","source":{"id":"https://openalex.org/S160466889","display_name":"Minds and Machines","issn_l":"0924-6495","issn":["0924-6495","1572-8641"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Minds and Machines","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11023-025-09742-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11023-025-09742-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11023-025-09742-z.pdf","source":{"id":"https://openalex.org/S160466889","display_name":"Minds and Machines","issn_l":"0924-6495","issn":["0924-6495","1572-8641"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Minds and Machines","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413449855.pdf","grobid_xml":"https://content.openalex.org/works/W4413449855.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1536374347","https://openalex.org/W1862890807","https://openalex.org/W1966035729","https://openalex.org/W1979769287","https://openalex.org/W1980226795","https://openalex.org/W1985123443","https://openalex.org/W1989312953","https://openalex.org/W2034936723","https://openalex.org/W2037024114","https://openalex.org/W2040685406","https://openalex.org/W2051532009","https://openalex.org/W2089063010","https://openalex.org/W2103179919","https://openalex.org/W2141394518","https://openalex.org/W2319537798","https://openalex.org/W2391599638","https://openalex.org/W2397253692","https://openalex.org/W2414006382","https://openalex.org/W2480366146","https://openalex.org/W2586637063","https://openalex.org/W2591399851","https://openalex.org/W2620496135","https://openalex.org/W2623160143","https://openalex.org/W2764342529","https://openalex.org/W2782714865","https://openalex.org/W2963003308","https://openalex.org/W2977745996","https://openalex.org/W3034234149","https://openalex.org/W3049633943","https://openalex.org/W3084239753","https://openalex.org/W3092704303","https://openalex.org/W3119282703","https://openalex.org/W3128485317","https://openalex.org/W3170977978","https://openalex.org/W3201489801","https://openalex.org/W4211255591","https://openalex.org/W4213308377","https://openalex.org/W4214723536","https://openalex.org/W4225137203","https://openalex.org/W4238365695","https://openalex.org/W4239649652","https://openalex.org/W4243781399","https://openalex.org/W4245846411","https://openalex.org/W4246829452","https://openalex.org/W4301663117","https://openalex.org/W4312889804","https://openalex.org/W4385218607","https://openalex.org/W4399135204","https://openalex.org/W4400115441","https://openalex.org/W6640076680","https://openalex.org/W6992283677"],"related_works":["https://openalex.org/W2531287006","https://openalex.org/W4220673763","https://openalex.org/W2037107578","https://openalex.org/W2078814290","https://openalex.org/W1965227077","https://openalex.org/W2052861746","https://openalex.org/W2043402388","https://openalex.org/W2100605390","https://openalex.org/W2953698770","https://openalex.org/W2297941063"],"abstract_inverted_index":{"Abstract":[0],"There":[1],"is":[2],"growing":[3],"enthusiasm":[4],"in":[5,22,50,95],"some":[6,23],"quarters":[7],"for":[8],"purging":[9],"representation":[10],"from":[11,63,109],"the":[12,28,42,56,98,122],"set":[13],"of":[14,30,39,44,58,70,121,136,155,161],"concepts":[15],"necessary":[16],"to":[17,26,77,91,117],"understand":[18],"intelligence,":[19],"at":[20],"least":[21],"circumstances.":[24],"But":[25],"date,":[27],"list":[29],"explicit":[31],"alternatives":[32],"remains":[33],"thin,":[34],"with":[35],"few":[36],"plausible":[37],"examples":[38,154],"intelligent":[40,144],"systems":[41,94],"operation":[43],"which":[45,110],"can":[46,75],"be":[47,89,112],"clearly":[48],"articulated":[49],"non-representational":[51],"terms.":[52],"I":[53,84],"argue":[54,85],"that":[55,86,115],"class":[57],"Reservoir":[59],"Computer":[60],"(RC)":[61],"models":[62],"machine":[64],"learning":[65],"constitutes":[66],"a":[67],"rich":[68],"source":[69],"such":[71],"examples.":[72],"While":[73],"RCs":[74,103,129],"learn":[76],"forecast":[78],"even":[79],"highly":[80],"complex":[81],"dynamical":[82],"systems,":[83],"they":[87,124],"cannot":[88],"said":[90],"represent":[92,132],"those":[93],"any":[96],"but":[97],"most":[99],"trivial":[100],"way.":[101],"Specifically,":[102],"do":[104,130,141],"not":[105,131,142],"contain":[106],"compositional":[107],"representations":[108],"may":[111],"extracted":[113],"subrepresentations":[114],"correspond":[116],"portions":[118],"or":[119,134],"aspects":[120],"targets":[123,138],"represent.":[125],"In":[126],"other":[127],"words,":[128],"parts":[133],"properties":[135],"their":[137],"and":[139],"so":[140],"achieve":[143],"prediction":[145],"by":[146],"manipulating":[147],"component":[148],"subrepresentations.":[149],"They":[150],"are":[151],"thus":[152],"concrete":[153],"intelligence":[156],"achieved":[157],"without":[158],"essential":[159],"use":[160],"representation.":[162]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}