{"id":"https://openalex.org/W4411127550","doi":"https://doi.org/10.1587/transinf.2024edl8097","title":"Toward Biological Plausible Learning: A Novel Dendritic MnasNet Model","display_name":"Toward Biological Plausible Learning: A Novel Dendritic MnasNet Model","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411127550","doi":"https://doi.org/10.1587/transinf.2024edl8097"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2024edl8097","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edl8097","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDL8097/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDL8097/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100619291","display_name":"Zhiwei Yu","orcid":"https://orcid.org/0000-0003-0929-030X"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhiwei YU","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101944458","display_name":"Wenhai Xu","orcid":"https://orcid.org/0000-0003-2636-6396"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Weixiang XU","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107955083","display_name":"Qianhang DU","orcid":null},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qianhang DU","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023801960","display_name":"Rong\u2010Long Wang","orcid":"https://orcid.org/0009-0004-6354-3632"},"institutions":[{"id":"https://openalex.org/I111966504","display_name":"University of Fukui","ror":"https://ror.org/00msqp585","country_code":"JP","type":"education","lineage":["https://openalex.org/I111966504"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Rong-Long WANG","raw_affiliation_strings":["Faculty of Engineering, University of Fukui"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Fukui","institution_ids":["https://openalex.org/I111966504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010245958","display_name":"Shangce Gao","orcid":"https://orcid.org/0000-0001-5042-3261"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shangce GAO","raw_affiliation_strings":["Faculty of Engineering, University of Toyama"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama","institution_ids":["https://openalex.org/I42766147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05580244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E108.D","issue":"12","first_page":"1640","last_page":"1643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.5181000232696533,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.5181000232696533,"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"}},{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.4966000020503998,"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/computer-science","display_name":"Computer science","score":0.8235448598861694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4016515910625458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8235448598861694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4016515910625458}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2024edl8097","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edl8097","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDL8097/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2024edl8097","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edl8097","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2024EDL8097/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3402868940","display_name":null,"funder_award_id":"JP23K24899","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411127550.pdf","grobid_xml":"https://content.openalex.org/works/W4411127550.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1995341919","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2549139847","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2963918968","https://openalex.org/W2964338223","https://openalex.org/W3196700921","https://openalex.org/W3202294484","https://openalex.org/W4309640175"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Glaucoma":[0],"is":[1],"one":[2],"of":[3,7,59,74],"the":[4,57,64,72,96],"leading":[5],"causes":[6],"irreversible":[8],"blindness":[9],"worldwide.":[10],"Deep":[11],"learning":[12,93],"methods":[13],"have":[14],"made":[15],"significant":[16],"strides":[17],"in":[18,21,30],"predicting":[19],"glaucoma":[20,78,97],"recent":[22],"years.":[23],"However,":[24],"existing":[25],"models":[26,94],"continue":[27],"encountering":[28],"challenges":[29],"extracting":[31],"complex":[32],"and":[33,80],"subtle":[34],"pathological":[35],"features":[36],"from":[37],"fundus":[38,98],"images":[39,79],"associated":[40],"with":[41],"glaucoma.":[42],"To":[43],"address":[44],"this":[45],"limitation,":[46],"we":[47],"propose":[48],"a":[49],"novel":[50],"DMNet":[51,89],"model,":[52],"which":[53],"aims":[54],"to":[55],"enhance":[56],"integration":[58],"input":[60],"signals":[61],"by":[62],"simulating":[63],"dendritic":[65],"neuron":[66],"model.":[67],"This":[68],"approach":[69],"can":[70],"improve":[71],"capture":[73],"fine":[75],"details":[76],"within":[77],"significantly":[81],"boost":[82],"classification":[83],"performance.":[84],"Experimental":[85],"results":[86],"indicate":[87],"that":[88],"outperforms":[90],"traditional":[91],"deep":[92],"on":[95],"image":[99],"dataset,":[100],"demonstrating":[101],"its":[102],"substantial":[103],"performance":[104],"advantages.":[105]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
