{"id":"https://openalex.org/W2787547084","doi":"https://doi.org/10.1109/companion.2017.8287081","title":"Adaptive dynamic network architectures for companion systems","display_name":"Adaptive dynamic network architectures for companion systems","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2787547084","doi":"https://doi.org/10.1109/companion.2017.8287081","mag":"2787547084"},"language":"en","primary_location":{"id":"doi:10.1109/companion.2017.8287081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/companion.2017.8287081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Companion Technology (ICCT)","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/A5052243974","display_name":"Christian Jarvers","orcid":"https://orcid.org/0000-0003-0062-9776"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christian Jarvers","raw_affiliation_strings":["Institute for Neural Information Processing, Ulm University, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Neural Information Processing, Ulm University, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052301598","display_name":"Heiko Neumann","orcid":"https://orcid.org/0000-0001-7687-5792"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heiko Neumann","raw_affiliation_strings":["Institute for Neural Information Processing, Ulm University, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Neural Information Processing, Ulm University, Germany","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052243974"],"corresponding_institution_ids":["https://openalex.org/I196349391"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2062233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"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/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.996999979019165,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9879000186920166,"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/computer-science","display_name":"Computer science","score":0.8321876525878906},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6702315211296082},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.654688835144043},{"id":"https://openalex.org/keywords/adaptive-system","display_name":"Adaptive system","score":0.5264400243759155},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5159276723861694},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.49609193205833435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44691380858421326},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41316381096839905},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3914620578289032},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2855018973350525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8321876525878906},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6702315211296082},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.654688835144043},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.5264400243759155},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5159276723861694},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.49609193205833435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44691380858421326},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41316381096839905},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3914620578289032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2855018973350525},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/companion.2017.8287081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/companion.2017.8287081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Companion Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1966092996","https://openalex.org/W2006487251","https://openalex.org/W2042221423","https://openalex.org/W2060277733","https://openalex.org/W2076063813","https://openalex.org/W2109530912","https://openalex.org/W2118615399","https://openalex.org/W2119885245","https://openalex.org/W2120632836","https://openalex.org/W2120907531","https://openalex.org/W2121863487","https://openalex.org/W2138332780","https://openalex.org/W2138913040","https://openalex.org/W2142237116","https://openalex.org/W2144219012","https://openalex.org/W2145339207","https://openalex.org/W2148201341","https://openalex.org/W2150884987","https://openalex.org/W2156903694","https://openalex.org/W2163605009","https://openalex.org/W2165766447","https://openalex.org/W2176287621","https://openalex.org/W2255411654","https://openalex.org/W2257979135","https://openalex.org/W2287077337","https://openalex.org/W2432567885","https://openalex.org/W2551932289","https://openalex.org/W2560371550","https://openalex.org/W2566724240","https://openalex.org/W2601124251","https://openalex.org/W2745933219","https://openalex.org/W2919115771","https://openalex.org/W4214717370","https://openalex.org/W4244342249","https://openalex.org/W6684191040","https://openalex.org/W6730702002"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W1982750869","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W2085756966","https://openalex.org/W2350679292","https://openalex.org/W2086348228","https://openalex.org/W4390653028"],"abstract_inverted_index":{"Companion":[0],"systems":[1],"act":[2],"in":[3,11,26],"and":[4,10,48,69],"interact":[5],"with":[6,81],"changing":[7],"environments":[8],"continuously":[9],"an":[12],"online":[13],"manner.":[14],"Therefore,":[15],"they":[16],"are":[17],"required":[18],"to":[19,21,33,35,44,49,91,102],"adapt":[20],"their":[22],"context":[23,47],"of":[24,42,57,85,98],"operation":[25],"several":[27],"ways,":[28],"for":[29],"example":[30],"by":[31],"learning":[32,58],"respond":[34],"new":[36,65],"input":[37],"categories.":[38],"Likewise,":[39],"reliable":[40],"tuning":[41],"behavior":[43],"the":[45,99],"current":[46],"expected":[50],"future":[51],"events":[52],"is":[53],"necessary.":[54],"Both":[55],"types":[56],"require":[59],"a":[60,82],"trade-off":[61],"between":[62],"plasticity":[63],"(acquiring":[64],"concepts":[66],"or":[67],"behaviors)":[68],"stability":[70],"(retaining":[71],"previous":[72],"knowledge).":[73],"We":[74],"outline":[75],"how":[76],"dynamic":[77],"hierarchical":[78],"networks":[79],"equipped":[80],"small":[83],"set":[84],"canonical":[86],"operations":[87],"can":[88],"be":[89],"used":[90],"build":[92],"neural":[93],"architectures":[94],"which":[95],"demonstrate":[96],"some":[97],"capabilities":[100],"necessary":[101],"fulfill":[103],"such":[104],"constraints.":[105]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
