{"id":"https://openalex.org/W4391308394","doi":"https://doi.org/10.1109/smc53992.2023.10394668","title":"Multifunctionality in a Connectome-Based Reservoir Computer","display_name":"Multifunctionality in a Connectome-Based Reservoir Computer","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4391308394","doi":"https://doi.org/10.1109/smc53992.2023.10394668"},"language":"en","primary_location":{"id":"doi:10.1109/smc53992.2023.10394668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53992.2023.10394668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-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/A5032397476","display_name":"Jacob Morra","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jacob Morra","raw_affiliation_strings":["Western University,London,ON,Canada","Western University, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University,London,ON,Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103161251","display_name":"Andrew Flynn","orcid":"https://orcid.org/0000-0002-4968-8972"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Andrew Flynn","raw_affiliation_strings":["University College Cork,Cork,Ireland","University College Cork, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork,Cork,Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"University College Cork, Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054869562","display_name":"Andreas Amann","orcid":"https://orcid.org/0000-0002-5865-3712"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Andreas Amann","raw_affiliation_strings":["University College Cork,Cork,Ireland","University College Cork, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork,Cork,Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"University College Cork, Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059512715","display_name":"Mark Daley","orcid":"https://orcid.org/0000-0002-6939-9772"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mark Daley","raw_affiliation_strings":["Western University,London,ON,Canada","Western University, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University,London,ON,Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032397476"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":1.0088,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81868024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4961","last_page":"4966"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9991000294685364,"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":0.9991000294685364,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9919999837875366,"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/T10320","display_name":"Neural Networks and Applications","score":0.9369000196456909,"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/connectome","display_name":"Connectome","score":0.7626060843467712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6818819046020508},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.34365272521972656},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.31313687562942505},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12407135963439941},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.08138301968574524}],"concepts":[{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.7626060843467712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6818819046020508},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.34365272521972656},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.31313687562942505},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12407135963439941},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.08138301968574524},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53992.2023.10394668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53992.2023.10394668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1975389666","https://openalex.org/W2094929787","https://openalex.org/W2118125230","https://openalex.org/W2122484709","https://openalex.org/W2123004503","https://openalex.org/W2141320069","https://openalex.org/W2143178016","https://openalex.org/W2808720320","https://openalex.org/W2888047233","https://openalex.org/W2954731284","https://openalex.org/W3016007634","https://openalex.org/W3049365137","https://openalex.org/W3085235874","https://openalex.org/W3108770931","https://openalex.org/W3111458193","https://openalex.org/W3118281824","https://openalex.org/W3177961110","https://openalex.org/W4304959187","https://openalex.org/W4312790299","https://openalex.org/W4313008261","https://openalex.org/W4385484785","https://openalex.org/W4388454629","https://openalex.org/W6838650118"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2043847720","https://openalex.org/W4312963348","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2390279801","https://openalex.org/W3019511099","https://openalex.org/W3048234683","https://openalex.org/W2245170124"],"abstract_inverted_index":{"Multifunctionality":[0,33],"describes":[1],"the":[2,27,38,47,51,59,62,74,86,97,107,113,122,139,145,152],"capacity":[3,127],"for":[4,128],"a":[5,68,91,125,133],"neural":[6],"network":[7,17],"to":[8,67,76,112],"perform":[9],"multiple":[10],"mutually":[11],"exclusive":[12],"tasks":[13],"without":[14],"altering":[15],"its":[16],"connections;":[18],"and":[19,42,72,137],"is":[20,130],"an":[21],"emerging":[22],"area":[23],"of":[24,40,50,61,99],"interest":[25],"in":[26,37,46],"reservoir":[28,69],"computing":[29],"machine":[30],"learning":[31],"paradigm.":[32],"has":[34],"been":[35],"observed":[36,147],"brains":[39],"humans":[41],"other":[43],"animals:":[44],"particularly,":[45],"lateral":[48,65],"horn":[49,66],"fruit":[52,63],"fly.":[53],"In":[54],"this":[55,78,101],"work,":[56],"we":[57,119],"transplant":[58],"connectome":[60],"fly":[64,80],"computer":[70],"(RC),":[71],"investigate":[73],"extent":[75],"which":[77],"\u2018fruit":[79],"RC\u2019":[81],"(FFRC)":[82],"exhibits":[83,124],"multifunctionality":[84,104],"using":[85],"\u2018seeing":[87],"double\u2019":[88],"problem":[89,142],"as":[90],"benchmark":[92],"test.":[93],"We":[94],"furthermore":[95],"explore":[96],"dynamics":[98,154],"how":[100],"FFRC":[102,123],"achieves":[103],"while":[105],"varying":[106],"network's":[108],"spectral":[109,148],"radius.":[110],"Compared":[111],"widely-used":[114],"Erd\u00f6s-Renyi":[115],"Reservoir":[116],"Computer":[117],"(ERRC),":[118],"report":[120],"that":[121],"greater":[126],"multifunctionality;":[129],"multifunctional":[131],"across":[132],"broader":[134],"hyperparameter":[135],"range;":[136],"solves":[138],"seeing":[140],"double":[141],"far":[143],"beyond":[144],"previously":[146],"radius":[149],"limit,":[150],"wherein":[151],"ERRC's":[153],"become":[155],"chaotic.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}