{"id":"https://openalex.org/W2912191859","doi":"https://doi.org/10.1109/bibm.2018.8621152","title":"Region level Bi-directional Deep Learning Framework for EEG-based Image Classification","display_name":"Region level Bi-directional Deep Learning Framework for EEG-based Image Classification","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2912191859","doi":"https://doi.org/10.1109/bibm.2018.8621152","mag":"2912191859"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5031269487","display_name":"Ahmed Fares","orcid":"https://orcid.org/0000-0002-4391-1176"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ahmed Fares","raw_affiliation_strings":["Research Institute for Future Media Computing, College of Computer Science & Software Engineering Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Research Institute for Future Media Computing, College of Computer Science & Software Engineering Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086801574","display_name":"Sheng-hua Zhong","orcid":"https://orcid.org/0000-0002-7524-5999"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghua Zhong","raw_affiliation_strings":["Research Institute for Future Media Computing, College of Computer Science & Software Engineering Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Research Institute for Future Media Computing, College of Computer Science & Software Engineering Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005727907","display_name":"Jianmin Jiang","orcid":"https://orcid.org/0000-0002-7576-3999"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianmin Jiang","raw_affiliation_strings":["Research Institute for Future Media Computing, College of Computer Science & Software Engineering Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Research Institute for Future Media Computing, College of Computer Science & Software Engineering Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031269487"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":1.1111,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.76719151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"368","last_page":"373"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9965999722480774,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.991100013256073,"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":0.782759428024292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7488983869552612},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7172181010246277},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6334868669509888},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5801444053649902},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5697850584983826},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.544231116771698},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5333647131919861},{"id":"https://openalex.org/keywords/lateralization-of-brain-function","display_name":"Lateralization of brain function","score":0.46096014976501465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3681265711784363},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11898607015609741},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.09480756521224976},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08264091610908508},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0673452615737915}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.782759428024292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7488983869552612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7172181010246277},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6334868669509888},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5801444053649902},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5697850584983826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.544231116771698},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5333647131919861},{"id":"https://openalex.org/C79840881","wikidata":"https://www.wikidata.org/wiki/Q1080497","display_name":"Lateralization of brain function","level":2,"score":0.46096014976501465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3681265711784363},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11898607015609741},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.09480756521224976},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08264091610908508},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0673452615737915},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2018.8621152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W221915867","https://openalex.org/W274985342","https://openalex.org/W1768134850","https://openalex.org/W1830227585","https://openalex.org/W1884725123","https://openalex.org/W1989043803","https://openalex.org/W1997202134","https://openalex.org/W2002055708","https://openalex.org/W2012646645","https://openalex.org/W2024731389","https://openalex.org/W2041346309","https://openalex.org/W2064675550","https://openalex.org/W2084680213","https://openalex.org/W2095607795","https://openalex.org/W2108598243","https://openalex.org/W2113392834","https://openalex.org/W2133258422","https://openalex.org/W2134602648","https://openalex.org/W2150825261","https://openalex.org/W2158757620","https://openalex.org/W2178271665","https://openalex.org/W2539353608","https://openalex.org/W2545386725","https://openalex.org/W2556806401","https://openalex.org/W2583264035","https://openalex.org/W2619626121","https://openalex.org/W2632654127","https://openalex.org/W2750443890","https://openalex.org/W2773243705","https://openalex.org/W2774564043","https://openalex.org/W2907245031","https://openalex.org/W2962905870","https://openalex.org/W2963855931","https://openalex.org/W4294555043","https://openalex.org/W6651141567","https://openalex.org/W6679967756","https://openalex.org/W6685626582","https://openalex.org/W6690073643"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W2016455711","https://openalex.org/W2045334960","https://openalex.org/W3162204513","https://openalex.org/W2887384214","https://openalex.org/W4308951944","https://openalex.org/W1977660698","https://openalex.org/W2042989228"],"abstract_inverted_index":{"Despite":[0],"many":[1],"deep":[2,53],"learning":[3,54],"models":[4],"are":[5,115],"proposed":[6,126],"for":[7,24,56],"content":[8],"understanding":[9],"or":[10],"pattern":[11],"recognition":[12],"of":[13,38,65,124],"brain":[14],"activities":[15],"via":[16],"EEGs,":[17],"EEG-based":[18,57,139],"object":[19,58,140],"classification":[20,141],"still":[21],"demands":[22],"efforts":[23],"the":[25,62,81,95,101,104,107,122,130],"improvement":[26],"with":[27,129],"respect":[28],"to":[29,70,77,93,106],"its":[30],"accuracy,":[31],"generalization,":[32],"and":[33,79,103,118],"interpretation,":[34],"yet":[35],"some":[36],"characters":[37],"human":[39,66],"brains":[40],"have":[41],"been":[42],"relatively":[43],"unexplored.":[44],"In":[45],"this":[46],"paper,":[47],"we":[48,68],"propose":[49,69],"a":[50],"regionlevel":[51],"bi-directional":[52,87],"framework":[55,134],"classification.":[59],"Inspired":[60],"by":[61],"hemispheric":[63],"lateralization":[64],"brain,":[67],"extract":[71],"additional":[72],"information":[73],"at":[74],"regional":[75],"level":[76],"strengthen":[78],"emphasize":[80],"differences":[82],"between":[83],"two":[84],"hemispheres.":[85],"The":[86],"long":[88],"short-term":[89],"memory":[90],"is":[91],"used":[92],"capture":[94],"dynamic":[96],"correlations":[97],"hidden":[98],"from":[99],"both":[100],"past":[102],"future":[105],"current":[108],"state":[109],"in":[110,138],"EEG":[111],"sequence.":[112],"Extensive":[113],"experiments":[114],"carried":[116],"out":[117],"our":[119,125,133],"results":[120],"demonstrate":[121],"effectiveness":[123],"framework.":[127],"Compared":[128],"existing":[131],"work,":[132],"achieves":[135],"outstanding":[136],"performances":[137],"task.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}