{"id":"https://openalex.org/W2949329425","doi":"https://doi.org/10.1109/iww-bci.2019.8737321","title":"Explainable Deep Learning for Analysing Brain Data","display_name":"Explainable Deep Learning for Analysing Brain Data","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2949329425","doi":"https://doi.org/10.1109/iww-bci.2019.8737321","mag":"2949329425"},"language":"en","primary_location":{"id":"doi:10.1109/iww-bci.2019.8737321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iww-bci.2019.8737321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 7th International Winter Conference on Brain-Computer Interface (BCI)","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/A5112005638","display_name":"K. M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"K.-R. Muller","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5112005638"],"corresponding_institution_ids":["https://openalex.org/I4210109712"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05802244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"685","issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9973000288009644,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9973000288009644,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9891999959945679,"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":0.7419379353523254},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6867058277130127},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6177482008934021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5399124622344971},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5367867350578308},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.43740054965019226},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3905230760574341},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36854884028434753},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3341161012649536},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23045670986175537},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1288735270500183}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7419379353523254},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6867058277130127},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6177482008934021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5399124622344971},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5367867350578308},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.43740054965019226},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3905230760574341},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36854884028434753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3341161012649536},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23045670986175537},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1288735270500183},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iww-bci.2019.8737321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iww-bci.2019.8737321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 7th International Winter Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1555603176","https://openalex.org/W1674182651","https://openalex.org/W1787224781","https://openalex.org/W1996167318","https://openalex.org/W2024729467","https://openalex.org/W2047401359","https://openalex.org/W2064675550","https://openalex.org/W2065131965","https://openalex.org/W2068356916","https://openalex.org/W2072735345","https://openalex.org/W2099509424","https://openalex.org/W2111692383","https://openalex.org/W2135378997","https://openalex.org/W2148640263","https://openalex.org/W2150165932","https://openalex.org/W2152171700","https://openalex.org/W2195388612","https://openalex.org/W2240067561","https://openalex.org/W2533800772","https://openalex.org/W2546901344","https://openalex.org/W2657631929","https://openalex.org/W2737346303","https://openalex.org/W2897276178","https://openalex.org/W2963287333","https://openalex.org/W2964045325","https://openalex.org/W2964231383","https://openalex.org/W4317652822","https://openalex.org/W6681608319","https://openalex.org/W6755416012"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2885663991","https://openalex.org/W2071433170","https://openalex.org/W4380075502"],"abstract_inverted_index":{"In":[0],"this":[1,42],"short":[2,43],"abstract":[3],"I":[4],"will":[5,71],"discuss":[6],"recent":[7],"directions":[8],"where":[9],"deep":[10],"learning":[11],"is":[12,38,64],"used":[13],"for":[14],"analysing":[15],"brain":[16],"imaging":[17],"data,":[18],"both":[19],"in":[20],"the":[21,32,39],"context":[22],"of":[23,41,53],"BCI":[24],"and":[25,35],"fMRI":[26],"-":[27],"summarizing":[28],"steps":[29],"taken":[30],"by":[31],"BBCI":[33],"team":[34],"co-workers.":[36],"It":[37],"nature":[40],"text":[44],"that":[45],"many":[46],"pointers":[47],"to":[48,59],"research":[49],"are":[50],"given":[51],"all":[52],"which":[54],"show":[55],"a":[56],"high":[57],"overlap":[58],"prior":[60],"own":[61],"contributions":[62],"(this":[63],"not":[65],"only":[66],"unavoidable":[67],"but":[68],"intentional)":[69],"or":[70],"touch":[72],"upon":[73],"ongoing":[74],"unpublished":[75],"respectively":[76],"pre-published":[77],"work.":[78]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
