{"id":"https://openalex.org/W1609655619","doi":"https://doi.org/10.1109/ijcnn.2015.7280677","title":"HMAX model: A survey","display_name":"HMAX model: A survey","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1609655619","doi":"https://doi.org/10.1109/ijcnn.2015.7280677","mag":"1609655619"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","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/A5101567694","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0003-2626-6256"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China","Department of computer Science, TsingHua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of computer Science, TsingHua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055546056","display_name":"Fuchun Sun","orcid":"https://orcid.org/0000-0003-3546-6305"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuchun Sun","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China","Department of computer Science, TsingHua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of computer Science, TsingHua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101567694"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.8064,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.70378651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9995999932289124,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9995999932289124,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6464188098907471},{"id":"https://openalex.org/keywords/hierarchical-database-model","display_name":"Hierarchical database model","score":0.6442476511001587},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6109214425086975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5816530585289001},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.5513243675231934},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.5167955160140991},{"id":"https://openalex.org/keywords/cortex","display_name":"Cortex (anatomy)","score":0.45805323123931885},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4437468349933624},{"id":"https://openalex.org/keywords/network-model","display_name":"Network model","score":0.4298154413700104},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.41937416791915894},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4175553321838379},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4143528342247009},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3492966592311859},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2433527708053589},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2353290319442749},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15611082315444946},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1099071204662323},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09178221225738525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6464188098907471},{"id":"https://openalex.org/C144986985","wikidata":"https://www.wikidata.org/wiki/Q871236","display_name":"Hierarchical database model","level":2,"score":0.6442476511001587},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6109214425086975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5816530585289001},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.5513243675231934},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.5167955160140991},{"id":"https://openalex.org/C2777348757","wikidata":"https://www.wikidata.org/wiki/Q2346577","display_name":"Cortex (anatomy)","level":2,"score":0.45805323123931885},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4437468349933624},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.4298154413700104},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.41937416791915894},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4175553321838379},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4143528342247009},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3492966592311859},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2433527708053589},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2353290319442749},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15611082315444946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1099071204662323},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09178221225738525},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7300000190734863,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W54411135","https://openalex.org/W179093690","https://openalex.org/W1624854622","https://openalex.org/W1634666730","https://openalex.org/W1914401667","https://openalex.org/W1972660505","https://openalex.org/W1975018267","https://openalex.org/W1980781556","https://openalex.org/W1981276685","https://openalex.org/W1991378610","https://openalex.org/W2001635516","https://openalex.org/W2004586880","https://openalex.org/W2029374903","https://openalex.org/W2056167764","https://openalex.org/W2070339144","https://openalex.org/W2072016696","https://openalex.org/W2085840637","https://openalex.org/W2086664483","https://openalex.org/W2087514981","https://openalex.org/W2091845343","https://openalex.org/W2096691069","https://openalex.org/W2102426305","https://openalex.org/W2103077782","https://openalex.org/W2105464770","https://openalex.org/W2105464873","https://openalex.org/W2113812271","https://openalex.org/W2116360511","https://openalex.org/W2116451226","https://openalex.org/W2117731089","https://openalex.org/W2125311180","https://openalex.org/W2125447566","https://openalex.org/W2131611958","https://openalex.org/W2136193261","https://openalex.org/W2136637876","https://openalex.org/W2141932928","https://openalex.org/W2144982973","https://openalex.org/W2145889472","https://openalex.org/W2149194912","https://openalex.org/W2153937399","https://openalex.org/W2156684940","https://openalex.org/W2158452612","https://openalex.org/W2158623991","https://openalex.org/W2162950292","https://openalex.org/W2168202614","https://openalex.org/W2468443503","https://openalex.org/W6636752339"],"related_works":["https://openalex.org/W2286391053","https://openalex.org/W2982600058","https://openalex.org/W1963486701","https://openalex.org/W2312483540","https://openalex.org/W4249477090","https://openalex.org/W191745111","https://openalex.org/W3193788213","https://openalex.org/W2127672515","https://openalex.org/W2096403034","https://openalex.org/W2381188315"],"abstract_inverted_index":{"HMAX":[0,33,60,91],"model":[1,19],"is":[2,11],"a":[3,28],"bio-inspired":[4],"feedforward":[5],"architecture":[6],"for":[7,82],"object":[8],"recognition,":[9],"which":[10,86],"derived":[12],"from":[13],"the":[14,35,88,96,104],"simple":[15,49],"and":[16,25,44,51,77,106],"complex":[17,52],"cells":[18,50,53],"in":[20,64],"cortex":[21,39],"proposed":[22],"by":[23,57],"Hubel":[24],"Wiesel.":[26],"As":[27],"hierarchical":[29,84],"bio-based":[30],"recognition":[31],"model,":[32,85,100],"captures":[34],"properties":[36],"of":[37,90,98],"primate":[38],"with":[40,69],"alternated":[41],"S":[42],"layers":[43],"C":[45],"layers,":[46],"corresponding":[47],"to":[48],"respectively.":[54],"Although":[55],"constrained":[56],"biological":[58],"factors,":[59],"shows":[61],"satisfying":[62],"performance":[63],"different":[65],"fields":[66],"when":[67],"competing":[68],"other":[70],"state-of-the-art":[71],"computer":[72],"vision":[73],"algorithms.":[74],"Insightful":[75],"ideas":[76],"methods":[78],"have":[79],"been":[80],"developed":[81],"this":[83,99,110],"advances":[87],"progress":[89],"model.":[92,111],"This":[93],"paper":[94],"reviews":[95],"origin":[97],"as":[101,103],"well":[102],"improvements":[105],"modifications":[107],"based":[108],"on":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
