{"id":"https://openalex.org/W4225096539","doi":"https://doi.org/10.1109/tcyb.2022.3166119","title":"Lateralized Learning to Solve Complex Boolean Problems","display_name":"Lateralized Learning to Solve Complex Boolean Problems","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4225096539","doi":"https://doi.org/10.1109/tcyb.2022.3166119","pmid":"https://pubmed.ncbi.nlm.nih.gov/35476559"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2022.3166119","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3166119","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221036/6352949/09764658.pdf","source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6221036/6352949/09764658.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102004310","display_name":"Abubakar Siddique","orcid":"https://orcid.org/0000-0002-3253-802X"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Abubakar Siddique","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","School of Engineering and Computer Science, Victoria University of Wellington, Wellington 6140, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-3253-802X","affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]},{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington 6140, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065533636","display_name":"Will N. Browne","orcid":"https://orcid.org/0000-0001-8979-2224"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Will N. Browne","raw_affiliation_strings":["Faculty of Engineering, School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia","Faculty of Engineering, School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD 4000, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8979-2224","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Faculty of Engineering, School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD 4000, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071797847","display_name":"Gina M. Grimshaw","orcid":"https://orcid.org/0000-0002-1291-1368"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Gina M. Grimshaw","raw_affiliation_strings":["Cognitive and Affective Neuroscience Lab, School of Psychology, Victoria University of Wellington, Wellington, New Zealand","Cognitive and Affective Neuroscience Lab, School of Psychology, Victoria University of Wellington, Wellington 6140, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-1291-1368","affiliations":[{"raw_affiliation_string":"Cognitive and Affective Neuroscience Lab, School of Psychology, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]},{"raw_affiliation_string":"Cognitive and Affective Neuroscience Lab, School of Psychology, Victoria University of Wellington, Wellington 6140, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102004310"],"corresponding_institution_ids":["https://openalex.org/I41156924"],"apc_list":null,"apc_paid":null,"fwci":1.3873,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83907192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"53","issue":"11","first_page":"6761","last_page":"6775"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9991999864578247,"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":0.9991999864578247,"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/T10320","display_name":"Neural Networks and Applications","score":0.977400004863739,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7787104249000549},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.628982663154602},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5971101522445679},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5480875372886658},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5216853618621826},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.48230934143066406},{"id":"https://openalex.org/keywords/abstraction-layer","display_name":"Abstraction layer","score":0.4736707806587219},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45528802275657654},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.44452616572380066},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43534302711486816},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22162678837776184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7787104249000549},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.628982663154602},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5971101522445679},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5480875372886658},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5216853618621826},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.48230934143066406},{"id":"https://openalex.org/C147358964","wikidata":"https://www.wikidata.org/wiki/Q1200992","display_name":"Abstraction layer","level":3,"score":0.4736707806587219},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45528802275657654},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.44452616572380066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43534302711486816},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22162678837776184},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2022.3166119","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3166119","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221036/6352949/09764658.pdf","source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:35476559","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35476559","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:eprints.qut.edu.au:231302","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"Contribution to Journal"}],"best_oa_location":{"id":"doi:10.1109/tcyb.2022.3166119","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3166119","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221036/6352949/09764658.pdf","source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225096539.pdf","grobid_xml":"https://content.openalex.org/works/W4225096539.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W328666462","https://openalex.org/W778059505","https://openalex.org/W975385166","https://openalex.org/W1591943994","https://openalex.org/W1775913388","https://openalex.org/W1785570092","https://openalex.org/W1966547620","https://openalex.org/W1989101984","https://openalex.org/W2002076628","https://openalex.org/W2023131636","https://openalex.org/W2025172647","https://openalex.org/W2033245841","https://openalex.org/W2034033026","https://openalex.org/W2041308297","https://openalex.org/W2059429344","https://openalex.org/W2061410786","https://openalex.org/W2063691920","https://openalex.org/W2069403261","https://openalex.org/W2076137887","https://openalex.org/W2078120153","https://openalex.org/W2094999461","https://openalex.org/W2100211715","https://openalex.org/W2100805904","https://openalex.org/W2108039253","https://openalex.org/W2109806842","https://openalex.org/W2120536063","https://openalex.org/W2126278534","https://openalex.org/W2133794799","https://openalex.org/W2145624268","https://openalex.org/W2149249560","https://openalex.org/W2155806188","https://openalex.org/W2167917621","https://openalex.org/W2168847089","https://openalex.org/W2192582052","https://openalex.org/W2293491625","https://openalex.org/W2483496153","https://openalex.org/W2556590024","https://openalex.org/W2557422176","https://openalex.org/W2625755437","https://openalex.org/W2725100189","https://openalex.org/W2763433602","https://openalex.org/W2771453755","https://openalex.org/W2793534203","https://openalex.org/W2892294644","https://openalex.org/W2926786214","https://openalex.org/W2952828155","https://openalex.org/W2953751605","https://openalex.org/W2963625188","https://openalex.org/W2963703618","https://openalex.org/W2966222953","https://openalex.org/W3017098848","https://openalex.org/W3035303965","https://openalex.org/W3038421772","https://openalex.org/W3039978596","https://openalex.org/W3046519091","https://openalex.org/W3142406396","https://openalex.org/W3192570781","https://openalex.org/W4214717370","https://openalex.org/W4249875819","https://openalex.org/W4249882522","https://openalex.org/W4250982115","https://openalex.org/W4254930325","https://openalex.org/W4292333472","https://openalex.org/W4385245566","https://openalex.org/W6679375278","https://openalex.org/W6739901393","https://openalex.org/W6743446608","https://openalex.org/W6752056529","https://openalex.org/W6759229479","https://openalex.org/W6762513585","https://openalex.org/W6766061422","https://openalex.org/W6831892499"],"related_works":["https://openalex.org/W2734997742","https://openalex.org/W1984744919","https://openalex.org/W2770599040","https://openalex.org/W1901380330","https://openalex.org/W2132930690","https://openalex.org/W4248324254","https://openalex.org/W3017219868","https://openalex.org/W2901324294","https://openalex.org/W3009812692","https://openalex.org/W2105980483"],"abstract_inverted_index":{"Modern":[0],"classifier":[1],"systems":[2,38],"can":[3,14,86],"effectively":[4],"classify":[5],"targets":[6],"that":[7,22,69,101,119],"consist":[8],"of":[9,20,72,83,110,114,134,137,159],"simple":[10,46,146],"patterns.":[11],"However,":[12],"they":[13],"fail":[15],"to":[16,42,52,56,78,126,175],"detect":[17],"hierarchical":[18,181],"patterns":[19,130,151,178],"features":[21],"exist":[23],"in":[24,50,61,131,167,180],"many":[25],"real-world":[26],"problems,":[27],"such":[28],"as":[29],"understanding":[30],"speech":[31],"or":[32],"recognizing":[33],"object":[34],"ontologies.":[35],"Biological":[36],"nervous":[37],"have":[39],"the":[40,120,124,132,160,170],"ability":[41,125],"abstract":[43],"knowledge":[44,129,138],"from":[45],"and":[47,63,104],"small-scale":[48],"problems":[49,60,144],"order":[51],"then":[53,87],"apply":[54],"it":[55],"resolve":[57],"more":[58],"complex":[59,143,177],"similar":[62],"related":[64],"domains.":[65],"It":[66],"is":[67,173],"thought":[68],"lateral":[70],"asymmetry":[71],"biological":[73],"brains":[74],"allows":[75],"modular":[76,105],"learning":[77,106],"occur":[79],"at":[80,107],"different":[81,108],"levels":[82,109],"abstraction,":[84],"which":[85],"be":[88],"transferred":[89],"between":[90],"tasks.":[91],"This":[92],"work":[93],"develops":[94],"a":[95,157],"novel":[96],"evolutionary":[97,168],"machine-learning":[98],"(EML)":[99],"system":[100,122,172],"incorporates":[102],"lateralization":[103],"abstraction.":[111],"The":[112],"results":[113],"analyzable":[115],"Boolean":[116],"tasks":[117],"show":[118],"lateralized":[121,171],"has":[123],"encapsulate":[127],"underlying":[128],"form":[133],"building":[135],"blocks":[136],"(BBK).":[139],"Lateralized":[140],"abstraction":[141,166],"transforms":[142],"into":[145],"ones":[147],"by":[148],"reusing":[149],"general":[150],"(e.g.,":[152,179],"any":[153],"parity":[154,162],"problem":[155],"becomes":[156],"sequence":[158],"2-bit":[161],"problem).":[163],"By":[164],"enabling":[165],"computation,":[169],"able":[174],"identify":[176],"multiplexer":[182],"(HMux)":[183],"problems)":[184],"better":[185],"than":[186],"existing":[187],"systems.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}