{"id":"https://openalex.org/W4311378263","doi":"https://doi.org/10.3390/s22249803","title":"Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis","display_name":"Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4311378263","doi":"https://doi.org/10.3390/s22249803","pmid":"https://pubmed.ncbi.nlm.nih.gov/36560172"},"language":"en","primary_location":{"id":"doi:10.3390/s22249803","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249803","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9803/pdf?version=1670997746","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/24/9803/pdf?version=1670997746","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111158971","display_name":"Victor Kartsch","orcid":null},"institutions":[{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I4210098188","display_name":"Laboratori Guglielmo Marconi (Italy)","ror":"https://ror.org/01r3vad87","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210098188"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Victor Javier Kartsch","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, 40136 Bologna, Italy","Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", University of Bologna, 40136 Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3325-6347","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, 40136 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210098188","https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", University of Bologna, 40136 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210098188","https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019212129","display_name":"Velu Prabhakar Kumaravel","orcid":"https://orcid.org/0000-0002-9286-4687"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]},{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Velu Prabhakar Kumaravel","raw_affiliation_strings":["Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy","Digital Society Center, Fondazione Bruno Kessler, 38123 Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9286-4687","affiliations":[{"raw_affiliation_string":"Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Digital Society Center, Fondazione Bruno Kessler, 38123 Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Simone Benatti","orcid":"https://orcid.org/0000-0003-2807-3618"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I4210098188","display_name":"Laboratori Guglielmo Marconi (Italy)","ror":"https://ror.org/01r3vad87","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210098188"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Benatti","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, 40136 Bologna, Italy","Department of Sciences and Methods for Engineering, University of Modena and Reggio Emilia, 41123 Reggio Emilia, Italy","Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", University of Bologna, 40136 Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2807-3618","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, 40136 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210098188","https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Sciences and Methods for Engineering, University of Modena and Reggio Emilia, 41123 Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", University of Bologna, 40136 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210098188","https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048910789","display_name":"Giorgio Vallort\u00edgara","orcid":"https://orcid.org/0000-0001-8192-9062"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Vallortigara","raw_affiliation_strings":["Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8192-9062","affiliations":[{"raw_affiliation_string":"Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043408422","display_name":"Luca Benini","orcid":"https://orcid.org/0000-0001-8068-3806"},"institutions":[{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210098188","display_name":"Laboratori Guglielmo Marconi (Italy)","ror":"https://ror.org/01r3vad87","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210098188"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Luca Benini","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, 40136 Bologna, Italy","Department of Information Technology and Electrical Engineering at ETH Zurich, 8092 Zurich, Switzerland","Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", University of Bologna, 40136 Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8068-3806","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, 40136 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210098188","https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Information Technology and Electrical Engineering at ETH Zurich, 8092 Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering \"Guglielmo Marconi\", University of Bologna, 40136 Bologna, Italy","institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210098188","https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068548938","display_name":"Elisabetta Farella","orcid":"https://orcid.org/0000-0001-9047-9868"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisabetta Farella","raw_affiliation_strings":["Digital Society Center, Fondazione Bruno Kessler, 38123 Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9047-9868","affiliations":[{"raw_affiliation_string":"Digital Society Center, Fondazione Bruno Kessler, 38123 Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021103326","display_name":"M. Buiatti","orcid":"https://orcid.org/0000-0003-2362-7853"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Buiatti","raw_affiliation_strings":["Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2362-7853","affiliations":[{"raw_affiliation_string":"Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068 Rovereto, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021103326"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.3097,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.50991154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"22","issue":"24","first_page":"9803","last_page":"9803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9947999715805054,"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":0.7796251177787781},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.7597661018371582},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6113366484642029},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.5822908878326416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.535711407661438},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.41815710067749023},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40933793783187866},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3983801603317261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3804417550563812},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15914860367774963},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1394888460636139},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10149821639060974}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7796251177787781},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.7597661018371582},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6113366484642029},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.5822908878326416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.535711407661438},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.41815710067749023},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40933793783187866},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3983801603317261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3804417550563812},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15914860367774963},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1394888460636139},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10149821639060974},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000089342","descriptor_name":"Canonical Correlation Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000089342","descriptor_name":"Canonical Correlation Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000089342","descriptor_name":"Canonical Correlation Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":9,"locations":[{"id":"doi:10.3390/s22249803","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249803","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9803/pdf?version=1670997746","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36560172","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36560172","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:050895a8f811459691df92c57fc1f49b","is_oa":true,"landing_page_url":"https://doaj.org/article/050895a8f811459691df92c57fc1f49b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 24, p 9803 (2022)","raw_type":"article"},{"id":"pmh:oai:iris.unimore.it:11380/1355867","is_oa":true,"landing_page_url":"https://hdl.handle.net/11380/1355867","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unitn.it:11572/362603","is_oa":true,"landing_page_url":"https://hdl.handle.net/11572/362603","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/24/9803/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22249803","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 24; Pages: 9803","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9785135","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9785135","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/589570","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/589570","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, 22 (24)","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.3929/ethz-b-000589570","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000589570","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":null,"is_oa":false,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.3390/s22249803","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22249803","pdf_url":"https://www.mdpi.com/1424-8220/22/24/9803/pdf?version=1670997746","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3267219998","display_name":null,"funder_award_id":"842243","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"}],"funders":[{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4311378263.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1496721273","https://openalex.org/W1931428308","https://openalex.org/W1936982107","https://openalex.org/W1970460214","https://openalex.org/W1976359337","https://openalex.org/W2023213859","https://openalex.org/W2031233321","https://openalex.org/W2035773773","https://openalex.org/W2054294508","https://openalex.org/W2055264244","https://openalex.org/W2087484885","https://openalex.org/W2092691640","https://openalex.org/W2098725211","https://openalex.org/W2128495200","https://openalex.org/W2141031554","https://openalex.org/W2169296125","https://openalex.org/W2509948470","https://openalex.org/W2627706518","https://openalex.org/W2884009263","https://openalex.org/W2885785567","https://openalex.org/W2888497535","https://openalex.org/W2898626410","https://openalex.org/W2950551274","https://openalex.org/W2956698292","https://openalex.org/W2963881755","https://openalex.org/W2978720588","https://openalex.org/W3015733506","https://openalex.org/W3149679044","https://openalex.org/W3154651821","https://openalex.org/W3177443963","https://openalex.org/W3179780905","https://openalex.org/W4200389069","https://openalex.org/W4200486332","https://openalex.org/W4205764240","https://openalex.org/W4220761527","https://openalex.org/W4280611828","https://openalex.org/W4294975148","https://openalex.org/W4306932551"],"related_works":["https://openalex.org/W1565185441","https://openalex.org/W52840052","https://openalex.org/W1968846550","https://openalex.org/W302711736","https://openalex.org/W2313359725","https://openalex.org/W3162837891","https://openalex.org/W2375550484","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004"],"abstract_inverted_index":{"Recent":[0],"studies":[1,196],"show":[2,135],"that":[3,136],"the":[4,58,67,82,144,155],"integrity":[5],"of":[6,60,84,93,151,167,189],"core":[7],"perceptual":[8],"and":[9,31,66,139,194],"cognitive":[10],"functions":[11,44],"may":[12],"be":[13],"tested":[14,81],"in":[15,48],"a":[16,90,127,148,164,171],"short":[17],"time":[18],"with":[19,25,102,117],"Steady-State":[20],"Visual":[21],"Evoked":[22],"Potentials":[23],"(SSVEP)":[24],"low":[26,77],"stimulation":[27,103,145,165],"frequencies,":[28],"between":[29],"1":[30,107,168],"10":[32,109],"Hz.":[33,110],"Wearable":[34],"EEG":[35,61,100,122],"systems":[36],"provide":[37],"unique":[38],"opportunities":[39],"to":[40,95,108,192],"test":[41],"these":[42,190],"brain":[43],"on":[45,114,125],"diverse":[46],"populations":[47],"out-of-the-lab":[49],"conditions.":[50],"However,":[51],"they":[52],"also":[53],"pose":[54],"significant":[55],"challenges":[56],"as":[57],"number":[59],"channels":[62],"is":[63],"typically":[64],"limited,":[65],"recording":[68,131],"conditions":[69],"might":[70],"induce":[71],"high":[72],"noise":[73],"levels,":[74],"particularly":[75],"for":[76,163],"frequencies.":[78],"Here":[79],"we":[80],"performance":[83],"Normalized":[85],"Canonical":[86],"Correlation":[87],"Analysis":[88],"(NCCA),":[89],"frequency-normalized":[91],"version":[92],"CCA,":[94],"quantify":[96],"SSVEP":[97,142],"from":[98,106],"wearable":[99,120],"data":[101,115],"frequencies":[104],"ranging":[105],"We":[111],"validated":[112],"NCCA":[113,137],"collected":[116],"an":[118],"8-channel":[119],"wireless":[121],"system":[123],"based":[124],"BioWolf,":[126],"compact,":[128],"ultra-light,":[129],"ultra-low-power":[130],"platform.":[132],"The":[133],"results":[134,191],"correctly":[138],"rapidly":[140],"detects":[141],"at":[143,154],"frequency":[146,157,166],"within":[147],"few":[149],"cycles":[150],"stimulation,":[152],"even":[153],"lowest":[156],"(4":[158],"s":[159],"recordings":[160],"are":[161,197],"sufficient":[162],"Hz),":[169],"outperforming":[170],"state-of-the-art":[172],"normalized":[173],"power":[174],"spectral":[175],"measure.":[176],"Importantly,":[177],"no":[178],"preliminary":[179],"artifact":[180],"correction":[181],"or":[182],"channel":[183],"selection":[184],"was":[185],"required.":[186],"Potential":[187],"applications":[188],"research":[193],"clinical":[195],"discussed.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
