{"id":"https://openalex.org/W4388895156","doi":"https://doi.org/10.1109/tetci.2023.3330422","title":"Reservoir Network With Structural Plasticity for Human Activity Recognition","display_name":"Reservoir Network With Structural Plasticity for Human Activity Recognition","publication_year":2023,"publication_date":"2023-11-22","ids":{"openalex":"https://openalex.org/W4388895156","doi":"https://doi.org/10.1109/tetci.2023.3330422"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2023.3330422","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tetci.2023.3330422","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2503.00393","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057735813","display_name":"Abdullah M. Zyarah","orcid":"https://orcid.org/0000-0001-8220-5285"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]},{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["IQ","US"],"is_corresponding":true,"raw_author_name":"Abdullah M. Zyarah","raw_affiliation_strings":["Neuromorphic AI Lab, Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX, USA","Department of Electrical Engineering, University of Baghdad, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"Neuromorphic AI Lab, Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Baghdad, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005686000","display_name":"Alaa M. Abdul-Hadi","orcid":"https://orcid.org/0000-0002-3482-2243"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Alaa M. Abdul-Hadi","raw_affiliation_strings":["Department of Computer Engineering, University of Baghdad, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Baghdad, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067236813","display_name":"Dhireesha Kudithipudi","orcid":"https://orcid.org/0000-0003-4462-5224"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dhireesha Kudithipudi","raw_affiliation_strings":["Neuromorphic AI Lab, Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX, USA"],"affiliations":[{"raw_affiliation_string":"Neuromorphic AI Lab, Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057735813"],"corresponding_institution_ids":["https://openalex.org/I135120706","https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":0.5274,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72916835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"8","issue":"5","first_page":"3228","last_page":"3238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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":1.0,"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":0.9998999834060669,"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/T10581","display_name":"Neural dynamics and brain function","score":0.993399977684021,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.7772828340530396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6589305400848389},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.584287166595459},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5249167084693909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136844515800476},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4611961841583252},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3982240557670593},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3561048209667206},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32426929473876953},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11149278283119202}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.7772828340530396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6589305400848389},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.584287166595459},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5249167084693909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136844515800476},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4611961841583252},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3982240557670593},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3561048209667206},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32426929473876953},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11149278283119202},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetci.2023.3330422","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tetci.2023.3330422","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2503.00393","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.00393","pdf_url":"https://arxiv.org/pdf/2503.00393","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2503.00393","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.00393","pdf_url":"https://arxiv.org/pdf/2503.00393","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1977664984","https://openalex.org/W1978845507","https://openalex.org/W1999085092","https://openalex.org/W2032246760","https://openalex.org/W2098734692","https://openalex.org/W2103179919","https://openalex.org/W2109364787","https://openalex.org/W2134524950","https://openalex.org/W2158283630","https://openalex.org/W2177933918","https://openalex.org/W2272508502","https://openalex.org/W2285660444","https://openalex.org/W2493104153","https://openalex.org/W2759425005","https://openalex.org/W2903773117","https://openalex.org/W2905059955","https://openalex.org/W2945146780","https://openalex.org/W2963230407","https://openalex.org/W2972418225","https://openalex.org/W2972818416","https://openalex.org/W2978527443","https://openalex.org/W2979589704","https://openalex.org/W3007328579","https://openalex.org/W3012621877","https://openalex.org/W3013408351","https://openalex.org/W3026908024","https://openalex.org/W3092001737","https://openalex.org/W3114259516","https://openalex.org/W3122214732","https://openalex.org/W3129526420","https://openalex.org/W3147376636","https://openalex.org/W3170959987","https://openalex.org/W3170977978","https://openalex.org/W3175607432","https://openalex.org/W3195992503","https://openalex.org/W3201489801","https://openalex.org/W4220762598","https://openalex.org/W4225359675","https://openalex.org/W4281985661","https://openalex.org/W4286252728","https://openalex.org/W4308433757","https://openalex.org/W4361840761","https://openalex.org/W6683710938"],"related_works":["https://openalex.org/W4396891704","https://openalex.org/W2951049725","https://openalex.org/W4285308918","https://openalex.org/W2971712727","https://openalex.org/W4387459935","https://openalex.org/W3015991694","https://openalex.org/W2908450434","https://openalex.org/W3193008624","https://openalex.org/W4382561696","https://openalex.org/W2581119583"],"abstract_inverted_index":{"The":[0,88],"unprecedented":[1],"dissemination":[2],"of":[3,31,65,111,134,153,159,184,195],"edge":[4,84],"devices":[5,85],"is":[6,28,51,86],"accompanied":[7],"by":[8],"a":[9,29,76,182,192,199],"growing":[10],"demand":[11],"for":[12,53],"neuromorphic":[13,78],"chips":[14],"that":[15,35,177],"can":[16,36],"process":[17],"time-series":[18,44,147],"data":[19,45,154],"natively":[20],"without":[21],"cloud":[22],"support.":[23],"Echo":[24],"state":[25],"network":[26,106],"(ESN)":[27],"class":[30],"recurrent":[32],"neural":[33],"networks":[34],"be":[37],"used":[38],"to":[39,62,113,143],"identify":[40],"unique":[41],"patterns":[42],"in":[43],"and":[46,58,98,117,121,127,161,169],"predict":[47],"future":[48],"events.":[49],"It":[50],"known":[52],"minimal":[54],"computing":[55],"resource":[56],"requirements":[57],"fast":[59],"training,":[60],"owing":[61],"the":[63,70,105,132,135,178],"use":[64],"linear":[66],"optimization":[67],"solely":[68],"at":[69],"readout":[71],"stage.":[72],"In":[73],"this":[74],"work,":[75],"custom-design":[77],"chip":[79],"based":[80],"on":[81,165,198],"ESN":[82],"targeting":[83],"proposed.":[87],"proposed":[89,136,179],"system":[90,137,180],"supports":[91],"various":[92,151],"learning":[93],"mechanisms,":[94],"including":[95],"structural":[96],"plasticity":[97],"synaptic":[99],"plasticity,":[100],"locally":[101],"on-chip.":[102],"This":[103],"provides":[104],"with":[107,191],"an":[108],"additional":[109],"degree":[110],"freedom":[112],"continuously":[114],"learn,":[115],"adapt,":[116],"alter":[118],"its":[119,141],"structure":[120],"sparsity":[122],"level,":[123],"ensuring":[124],"high":[125],"performance":[126,133],"continuous":[128],"stability.":[129],"We":[130,174],"demonstrate":[131],"as":[138,140],"well":[139],"robustness":[142],"noise":[144],"against":[145],"real-world":[146],"datasets":[148],"while":[149],"considering":[150],"topologies":[152],"movement.":[155],"An":[156],"average":[157],"accuracy":[158],"95.95%":[160],"85.24%":[162],"are":[163],"achieved":[164],"human":[166],"activity":[167],"recognition":[168],"prosthetic":[170],"finger":[171],"control,":[172],"respectively.":[173],"also":[175],"illustrate":[176],"offers":[181],"throughput":[183],"6\u00d7<inline-formula":[185],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[186],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[187],"notation=\"LaTeX\">$\\bm":[188],"{10}^{\\boldsymbol{4}}$</tex-math></inline-formula>":[189],"samples/sec":[190],"power":[193],"consumption":[194],"47.7":[196],"mW":[197],"65":[200],"nm":[201],"process.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}