{"id":"https://openalex.org/W4405756305","doi":"https://doi.org/10.1109/metroxraine62247.2024.10796066","title":"XAI-Based Identification of EEG Features of Inhibition and Working Memory Activation","display_name":"XAI-Based Identification of EEG Features of Inhibition and Working Memory Activation","publication_year":2024,"publication_date":"2024-10-21","ids":{"openalex":"https://openalex.org/W4405756305","doi":"https://doi.org/10.1109/metroxraine62247.2024.10796066"},"language":"en","primary_location":{"id":"doi:10.1109/metroxraine62247.2024.10796066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10796066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","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/A5070660716","display_name":"Pasquale Arpa\u00efa","orcid":"https://orcid.org/0000-0002-5192-5922"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pasquale Arpaia","raw_affiliation_strings":["University of Naples Federico II,Department of Electrical Engineering and Information Technology (DIETI),Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Electrical Engineering and Information Technology (DIETI),Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098957780","display_name":"Ciro Ivan De Girolamo","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ciro Ivan De Girolamo","raw_affiliation_strings":["University of Naples Federico II,Dep. of Advanced Biomedical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. of Advanced Biomedical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111272122","display_name":"Matteo De Luca","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo De Luca","raw_affiliation_strings":["University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085965499","display_name":"Allegra Fullin","orcid":"https://orcid.org/0000-0002-1517-8069"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Allegra Fullin","raw_affiliation_strings":["University of Naples Federico II,Dep. of Advanced Biomedical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. of Advanced Biomedical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103275987","display_name":"Ludovica Gargiulo","orcid":"https://orcid.org/0000-0002-3305-2515"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ludovica Gargiulo","raw_affiliation_strings":["University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024555080","display_name":"Luigi Maffei","orcid":"https://orcid.org/0000-0003-4130-5065"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Maffei","raw_affiliation_strings":["University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026061024","display_name":"Nicola Moccaldi","orcid":"https://orcid.org/0000-0002-1035-5740"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Moccaldi","raw_affiliation_strings":["University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114183805","display_name":"Rachele Robbio","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rachele Robbio","raw_affiliation_strings":["University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Dep. of Electrical Engineering and Information Technology (DIETI),Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002163682","display_name":"Paolo De Blasiis","orcid":"https://orcid.org/0000-0002-1317-7994"},"institutions":[{"id":"https://openalex.org/I20272500","display_name":"University of Basilicata","ror":"https://ror.org/03tc05689","country_code":"IT","type":"education","lineage":["https://openalex.org/I20272500"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo De Blasiis","raw_affiliation_strings":["University of Basilicata,Potenza,Italy"],"affiliations":[{"raw_affiliation_string":"University of Basilicata,Potenza,Italy","institution_ids":["https://openalex.org/I20272500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5070660716"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":0.7268,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72183105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"189","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8858000040054321,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8858000040054321,"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/electroencephalography","display_name":"Electroencephalography","score":0.7259336709976196},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.7119453549385071},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6838651895523071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.648480236530304},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4084663987159729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3498949408531189},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3382449150085449},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2905755341053009},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2190096378326416},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.17587634921073914}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7259336709976196},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.7119453549385071},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6838651895523071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.648480236530304},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4084663987159729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3498949408531189},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3382449150085449},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2905755341053009},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2190096378326416},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.17587634921073914},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroxraine62247.2024.10796066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10796066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","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":27,"referenced_works":["https://openalex.org/W365213175","https://openalex.org/W1606327782","https://openalex.org/W1795327044","https://openalex.org/W1975465685","https://openalex.org/W1977496741","https://openalex.org/W1981645115","https://openalex.org/W2000697043","https://openalex.org/W2043358844","https://openalex.org/W2092205743","https://openalex.org/W2140303345","https://openalex.org/W2146540123","https://openalex.org/W2157080893","https://openalex.org/W2170813999","https://openalex.org/W2197419805","https://openalex.org/W2511396044","https://openalex.org/W2516809705","https://openalex.org/W2899414240","https://openalex.org/W3133755492","https://openalex.org/W3171527412","https://openalex.org/W3207988286","https://openalex.org/W4211081781","https://openalex.org/W4236250852","https://openalex.org/W4292688159","https://openalex.org/W4308602937","https://openalex.org/W4312132544","https://openalex.org/W4318203463","https://openalex.org/W4391096362"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W1980342602","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919"],"abstract_inverted_index":{"The":[0,129,200],"most":[1,114,136],"informative":[2],"electroencephalographic":[3],"(EEG)":[4],"features":[5,63,116,132],"related":[6],"to":[7,41,171,188,194,203],"basic":[8],"Executive":[9],"Functions":[10],"(EFs)":[11],"were":[12,36,77,96,126],"identified":[13,103],"by":[14,38],"exploiting":[15],"the":[16,55,112,123,135,147,151,167,172,189,195,204,209],"SHapley":[17],"Additive":[18],"exPlanations":[19],"(SHAP),":[20],"an":[21],"eXplainable":[22,47],"Artificial":[23],"Intelligence":[24],"(XAI)":[25,49],"method.":[26],"In":[27,86],"particular,":[28,87],"Working":[29],"Memory":[30],"(WM)":[31],"and":[32,43,82,91,109,120,160,192],"Inhibitory":[33],"Control":[34],"(IC)":[35],"tested":[37],"exposing":[39],"participants":[40,76],"N-Back":[42,88],"Go-NoGo":[44,92,168],"tasks.":[45],"Currently,":[46],"AI":[48],"methods":[50],"are":[51,67,176],"scarcely":[52],"investigated":[53],"in":[54,107,166],"framework":[56],"of":[57,64,157,181,183,206,212],"EEG":[58,62,71],"signal":[59],"processing.":[60],"Specific":[61],"EFs":[65],"activation":[66],"still":[68],"poorly":[69],"explored.":[70],"data":[72],"from":[73,215],"13":[74],"healthy":[75],"gathered":[78],"during":[79],"rest":[80],"condition":[81,180],"cognitive":[83,210],"task":[84,169],"executions.":[85],"(activating":[89,93],"WM)":[90],"IC)":[94],"tasks":[95,149,191],"administered":[97],"with":[98,178],"two":[99,113,124,131,148,190],"difficulty":[100,153],"levels.":[101],"SHAP":[102,139],"Absolute":[104,155],"Delta":[105,158],"Power":[106],"Fp1":[108,159],"Fp2":[110,161],"as":[111,134],"significant":[115],"for":[117,208],"both":[118],"WM":[119],"IC,":[121],"when":[122,138],"experiments":[125],"analyzed":[127],"separately.":[128],"same":[130],"emerged":[133],"significative":[137],"was":[140],"applied":[141],"on":[142],"a":[143,179],"classification":[144],"problem":[145],"involving":[146],"at":[150],"highest":[152],"level.":[154],"power":[156],"resulted":[162],"statistically":[163],"significantly":[164],"lower":[165],"compared":[170],"N-Back.":[173],"These":[174],"results":[175],"consistent":[177],"suppression":[182],"irrelevant":[184],"sensory":[185],"stimuli":[186],"common":[187],"particularly":[193],"more":[196],"challenging":[197],"N-back":[198],"task.":[199],"research":[201],"contributes":[202],"development":[205],"solutions":[207],"rehabilitation":[211],"patients":[213],"suffering":[214],"neurodegenerative":[216],"diseases.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}