{"id":"https://openalex.org/W4404916345","doi":"https://doi.org/10.1109/scisisis61014.2024.10759985","title":"Image Recognition Imitating Saccadic Eye Movement in Grid Cell Net","display_name":"Image Recognition Imitating Saccadic Eye Movement in Grid Cell Net","publication_year":2024,"publication_date":"2024-11-09","ids":{"openalex":"https://openalex.org/W4404916345","doi":"https://doi.org/10.1109/scisisis61014.2024.10759985"},"language":"en","primary_location":{"id":"doi:10.1109/scisisis61014.2024.10759985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis61014.2024.10759985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","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/A5103730429","display_name":"Yuichi Matsuda","orcid":null},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichi Matsuda","raw_affiliation_strings":["Graduate School of Informatics and Engineering, The University of Electro-Communications 1-5-1 Chofugaoka,Chofu,Tokyo,Japan,182-8585"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics and Engineering, The University of Electro-Communications 1-5-1 Chofugaoka,Chofu,Tokyo,Japan,182-8585","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kazuma Niwa","orcid":null},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuma Niwa","raw_affiliation_strings":["Graduate School of Informatics and Engineering, The University of Electro-Communications 1-5-1 Chofugaoka,Chofu,Tokyo,Japan,182-8585"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics and Engineering, The University of Electro-Communications 1-5-1 Chofugaoka,Chofu,Tokyo,Japan,182-8585","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019862614","display_name":"Takeru Aoki","orcid":null},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeru Aoki","raw_affiliation_strings":["Tokyo University of Science,Faculty of Engineering,Katsushika-ku,Tokyo,Japan,125-8585"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Science,Faculty of Engineering,Katsushika-ku,Tokyo,Japan,125-8585","institution_ids":["https://openalex.org/I161296585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084452161","display_name":"Keiki Takadama","orcid":"https://orcid.org/0009-0007-0916-5505"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keiki Takadama","raw_affiliation_strings":["Graduate School of Information Science and Technology, The University of Tokyo,Kashiwa-shi,Chiba,Japan,277-0882"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, The University of Tokyo,Kashiwa-shi,Chiba,Japan,277-0882","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101865220","display_name":"Hiroyuki Sato","orcid":"https://orcid.org/0009-0004-4515-2240"},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroyuki Sato","raw_affiliation_strings":["Graduate School of Informatics and Engineering, The University of Electro-Communications 1-5-1 Chofugaoka,Chofu,Tokyo,Japan,182-8585"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics and Engineering, The University of Electro-Communications 1-5-1 Chofugaoka,Chofu,Tokyo,Japan,182-8585","institution_ids":["https://openalex.org/I20529979"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3107,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60245851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.886900007724762,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.886900007724762,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/saccadic-masking","display_name":"Saccadic masking","score":0.8437294363975525},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7148467898368835},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6383136510848999},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.6231112480163574},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6080864667892456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6030541658401489},{"id":"https://openalex.org/keywords/grid-cell","display_name":"Grid cell","score":0.5621795654296875},{"id":"https://openalex.org/keywords/saccadic-suppression-of-image-displacement","display_name":"Saccadic suppression of image displacement","score":0.5618482828140259},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5109187960624695},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.4736127555370331},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34617769718170166},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07538929581642151}],"concepts":[{"id":"https://openalex.org/C11054436","wikidata":"https://www.wikidata.org/wiki/Q7396580","display_name":"Saccadic masking","level":3,"score":0.8437294363975525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7148467898368835},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6383136510848999},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.6231112480163574},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6080864667892456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6030541658401489},{"id":"https://openalex.org/C2983008078","wikidata":"https://www.wikidata.org/wiki/Q863495","display_name":"Grid cell","level":3,"score":0.5621795654296875},{"id":"https://openalex.org/C166325227","wikidata":"https://www.wikidata.org/wiki/Q7396581","display_name":"Saccadic suppression of image displacement","level":4,"score":0.5618482828140259},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5109187960624695},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.4736127555370331},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34617769718170166},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07538929581642151},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scisisis61014.2024.10759985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis61014.2024.10759985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2953201006","https://openalex.org/W2966275995","https://openalex.org/W3176909558","https://openalex.org/W3194425380","https://openalex.org/W4390188579","https://openalex.org/W6790318886"],"related_works":["https://openalex.org/W260630475","https://openalex.org/W1973621028","https://openalex.org/W2304412539","https://openalex.org/W2091879924","https://openalex.org/W2466319049","https://openalex.org/W2079218653","https://openalex.org/W1984194350","https://openalex.org/W4242213386","https://openalex.org/W1708007876","https://openalex.org/W2427167130"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3,22,113],"autonomous":[4],"focal":[5,48,64,72,91,106,115,131,150,156,181],"location":[6,49,65,73,107,116,132,151,157,182],"transition":[7,117,145],"method":[8,111,175],"that":[9,158,172],"imitates":[10],"saccadic":[11],"eye":[12],"movement":[13],"for":[14],"image":[15,23,39,69,78,97,120],"recognition.":[16],"Grid":[17],"Cell":[18],"Net":[19],"(GCN)":[20],"is":[21],"recognition":[24,121,141,187],"algorithm":[25],"inspired":[26],"by":[27,122],"the":[28,37,41,47,51,63,67,71,77,85,90,95,105,148,154,161,168,173,180,191],"human":[29],"neocortex.":[30],"GCN":[31,58,75,87],"focuses":[32],"on":[33,50],"a":[34,100,124,129,139],"part":[35],"of":[36,66],"target":[38,52,68,96],"at":[40,143],"same":[42],"time":[43,56,81],"and":[44,70,98,128],"sequentially":[45],"changes":[46],"image.":[53],"At":[54],"each":[55,144],"step,":[57,146],"receives":[59],"feature":[60],"data":[61],"from":[62,79],"transition.":[74,108],"recognizes":[76],"these":[80],"series":[82],"data.":[83],"However,":[84],"conventional":[86,192],"randomly":[88],"transitions":[89,179],"locations":[92],"to":[93,102,118,190],"recognize":[94],"lacks":[99],"mechanism":[101],"autonomously":[103,178],"determine":[104],"The":[109,134],"proposed":[110,174],"introduces":[112],"autonomic":[114],"enhance":[119],"incorporating":[123],"candidate":[125,135],"class":[126,136,142,163],"selection":[127,137],"next":[130,149,155],"prediction.":[133],"finds":[138,153],"promising":[140],"while":[147],"prediction":[152],"effectively":[159],"reduces":[160],"recog-nition":[162],"candidates.":[164],"Experimental":[165],"results":[166],"using":[167],"MNIST":[169],"dataset":[170],"show":[171],"not":[176],"only":[177],"but":[183],"also":[184],"achieves":[185],"higher":[186],"accuracy":[188],"compared":[189],"GCN.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}