{"id":"https://openalex.org/W2995053282","doi":"https://doi.org/10.1109/access.2019.2959556","title":"Brain-Inspired Cognitive Decision Making for Nonlinear and Non-Gaussian Environments","display_name":"Brain-Inspired Cognitive Decision Making for Nonlinear and Non-Gaussian Environments","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2995053282","doi":"https://doi.org/10.1109/access.2019.2959556","mag":"2995053282"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2959556","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959556","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932505.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932505.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091858816","display_name":"Mahdi Naghshvarianjahromi","orcid":"https://orcid.org/0000-0002-1458-7290"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mahdi Naghshvarianjahromi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McMaster University, Hamilton, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1458-7290","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McMaster University, Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101646680","display_name":"Shiva Kumar","orcid":"https://orcid.org/0000-0001-9996-7585"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shiva Kumar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McMaster University, Hamilton, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9996-7585","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McMaster University, Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":null,"display_name":"M. Jamal Deen","orcid":"https://orcid.org/0000-0001-9590-7921"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. Jamal Deen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McMaster University, Hamilton, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9590-7921","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McMaster University, Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98251732"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7438,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75776361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"180910","last_page":"180922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9983000159263611,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9980000257492065,"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":0.7663860321044922},{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.5591092705726624},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.46630585193634033},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4514245092868805},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.43918681144714355},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3551430106163025},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.348847895860672},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32203251123428345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663860321044922},{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.5591092705726624},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.46630585193634033},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4514245092868805},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.43918681144714355},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3551430106163025},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.348847895860672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32203251123428345},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2959556","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959556","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932505.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:411663b11c0b41769a3376923cd99872","is_oa":true,"landing_page_url":"https://doaj.org/article/411663b11c0b41769a3376923cd99872","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 180910-180922 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2959556","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959556","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932505.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6600000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320337974","display_name":"Coral Reef Conservation Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2995053282.pdf","grobid_xml":"https://content.openalex.org/works/W2995053282.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1569512666","https://openalex.org/W1612327054","https://openalex.org/W1964171670","https://openalex.org/W1984355319","https://openalex.org/W1992361265","https://openalex.org/W1995314179","https://openalex.org/W1998464419","https://openalex.org/W2016571584","https://openalex.org/W2058074751","https://openalex.org/W2066533334","https://openalex.org/W2068314916","https://openalex.org/W2069606196","https://openalex.org/W2071707134","https://openalex.org/W2090748940","https://openalex.org/W2099893841","https://openalex.org/W2100252145","https://openalex.org/W2111192606","https://openalex.org/W2111669400","https://openalex.org/W2122541426","https://openalex.org/W2142999146","https://openalex.org/W2264270816","https://openalex.org/W2511054460","https://openalex.org/W2566937617","https://openalex.org/W2587472379","https://openalex.org/W2618143595","https://openalex.org/W2734396808","https://openalex.org/W2736225622","https://openalex.org/W2754009210","https://openalex.org/W2805496649","https://openalex.org/W2882970861","https://openalex.org/W2944439235","https://openalex.org/W2949223464","https://openalex.org/W2963911302","https://openalex.org/W2969750894","https://openalex.org/W2971466910","https://openalex.org/W2995898500","https://openalex.org/W3103871196","https://openalex.org/W4243313258","https://openalex.org/W4246261737","https://openalex.org/W4250923177","https://openalex.org/W4254395628","https://openalex.org/W6654619236","https://openalex.org/W6693210939","https://openalex.org/W6762520148"],"related_works":["https://openalex.org/W2368672678","https://openalex.org/W2370626080","https://openalex.org/W2965111880","https://openalex.org/W2368576029","https://openalex.org/W2377210208","https://openalex.org/W116478885","https://openalex.org/W2391279445","https://openalex.org/W1964286703","https://openalex.org/W2169866437","https://openalex.org/W3056417032"],"abstract_inverted_index":{"The":[0,60,137],"autonomic-computing":[1],"layer":[2],"of":[3,66,80,83,102,158],"the":[4,43,67,81,84,116,134,156,168],"smart":[5,153,173],"systems":[6,154,170],"based":[7,52],"on":[8,35,53,88],"a":[9,17,36,89,144,172],"cognitive":[10,37],"dynamic":[11],"system":[12,40,69,135,139],"(CDS)":[13],"is":[14,50],"proposed":[15,68,117,138],"as":[16,105,107,143],"solution":[18],"for":[19,55,74,148,175],"better":[20],"decision":[21,150],"making":[22,151],"and":[23,28,57,160],"situation":[24],"understanding":[25],"in":[26,100,152,155],"non-Gaussian":[27,161],"nonlinear":[29],"environments":[30],"(NGNLE).":[31],"Here,":[32],"we":[33],"report":[34],"decision-making":[38,46],"(CDM)":[39],"inspired":[41],"by":[42,126],"human":[44],"brain":[45],"process.":[47],"Furthermore,":[48],"it":[49,72,164],"designed":[51],"CDS":[54,85],"CDM":[56,130,177],"internal":[58],"commands.":[59],"simple":[61],"low":[62],"complexity":[63],"algorithmic":[64],"design":[65],"can":[70,140,165],"make":[71],"suitable":[73],"real-time":[75],"applications.":[76,178],"A":[77],"case":[78],"study":[79],"implementation":[82],"was":[86],"done":[87],"long-haul":[90],"fiber-optic":[91],"orthogonal":[92],"frequency":[93],"division":[94],"multiplexing":[95],"(OFDM)":[96],"link.":[97],"An":[98],"improvement":[99],"Q-factor":[101],"3.5":[103],"dB":[104],"well":[106],"23.3%":[108],"data":[109,123],"rate":[110,124],"efficiency":[111],"enhancement":[112,125],"are":[113],"achieved":[114],"using":[115],"algorithms":[118],"with":[119],"an":[120],"extra":[121],"20%":[122],"guaranteeing":[127],"to":[128,171],"keep":[129],"error":[131],"automatically":[132],"under":[133],"threshold.":[136],"be":[141],"extended":[142],"general":[145],"software-based":[146],"platform":[147],"brain-inspired":[149],"presence":[157],"nonlinearity":[159],"characteristics.":[162],"Therefore,":[163],"easily":[166],"upgrade":[167],"conventional":[169],"one":[174],"autonomic":[176]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
