{"id":"https://openalex.org/W2761290905","doi":null,"title":"Decoding attentional load in visual perception: a signal processing approach","display_name":"Decoding attentional load in visual perception: a signal processing approach","publication_year":2017,"publication_date":"2017-04-28","ids":{"openalex":"https://openalex.org/W2761290905","mag":"2761290905"},"language":"en","primary_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1553386","doi":null,"is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1553386/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Doctoral thesis, UCL (University College London).","raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5032556515","display_name":"Luke Palmer","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Luke Palmer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5032556515"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9541000127792358,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9541000127792358,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.042399998754262924,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.0010999999940395355,"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/perceptual-load","display_name":"perceptual load","score":0.8679999709129333},{"id":"https://openalex.org/keywords/attentional-load","display_name":"attentional load","score":0.8939999938011169},{"id":"https://openalex.org/keywords/visual-perception","display_name":"visual perception","score":0.621999979019165},{"id":"https://openalex.org/keywords/orientation-perception","display_name":"orientation perception","score":0.7039999961853027},{"id":"https://openalex.org/keywords/tuning-curves","display_name":"tuning curves","score":0.6990000009536743},{"id":"https://openalex.org/keywords/early-visual-cortex","display_name":"early visual cortex","score":0.9779999852180481},{"id":"https://openalex.org/keywords/inattentional-blindness","display_name":"inattentional blindness","score":0.9700000286102295},{"id":"https://openalex.org/keywords/driving","display_name":"driving","score":0.38100001215934753},{"id":"https://openalex.org/keywords/nature-imagery","display_name":"nature imagery","score":0.6269999742507935}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7030428051948547},{"id":"https://openalex.org/C93173128","wikidata":"https://www.wikidata.org/wiki/Q287827","display_name":"Inattentional blindness","level":3,"score":0.6002455353736877},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.5773003697395325},{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.5515815019607544},{"id":"https://openalex.org/C2778251979","wikidata":"https://www.wikidata.org/wiki/Q7936617","display_name":"Visual processing","level":3,"score":0.5102908611297607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4911164939403534},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4735017418861389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32441410422325134},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3025361895561218},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11481902003288269}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1553386","doi":null,"is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1553386/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Doctoral thesis, UCL (University College London).","raw_type":"Thesis"},{"id":"mag:2761290905","doi":null,"is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1553386/","pdf_url":null,"source":{"id":"https://openalex.org/S4306508231","display_name":"Doctoral thesis, UCL (University College London).","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Doctoral thesis, UCL (University College London).","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":127,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W914561379","https://openalex.org/W1513386797","https://openalex.org/W1525931151","https://openalex.org/W1528802670","https://openalex.org/W1591150917","https://openalex.org/W1597864774","https://openalex.org/W1619178479","https://openalex.org/W1627707047","https://openalex.org/W1675937554","https://openalex.org/W1677182931","https://openalex.org/W1737534555","https://openalex.org/W1755205674","https://openalex.org/W1773016195","https://openalex.org/W1784695092","https://openalex.org/W1870538900","https://openalex.org/W1922570371","https://openalex.org/W1927667002","https://openalex.org/W1964091943","https://openalex.org/W1964797398","https://openalex.org/W1969627185","https://openalex.org/W1970165439","https://openalex.org/W1974296586","https://openalex.org/W1979782145","https://openalex.org/W1980696279","https://openalex.org/W1985969995","https://openalex.org/W1989771423","https://openalex.org/W1992790230","https://openalex.org/W1994900366","https://openalex.org/W1998896459","https://openalex.org/W2000776865","https://openalex.org/W2003497265","https://openalex.org/W2003739479","https://openalex.org/W2006256395","https://openalex.org/W2009319803","https://openalex.org/W2010345404","https://openalex.org/W2013784666","https://openalex.org/W2016053056","https://openalex.org/W2016448795","https://openalex.org/W2017108196","https://openalex.org/W2017258992","https://openalex.org/W2017626014","https://openalex.org/W2028434676","https://openalex.org/W2033365921","https://openalex.org/W2033442452","https://openalex.org/W2033582897","https://openalex.org/W2036084760","https://openalex.org/W2041277840","https://openalex.org/W2041853331","https://openalex.org/W2044375894","https://openalex.org/W2048050362","https://openalex.org/W2050416628","https://openalex.org/W2051769625","https://openalex.org/W2052116765","https://openalex.org/W2053566542","https://openalex.org/W2055445046","https://openalex.org/W2056046632","https://openalex.org/W2058317558","https://openalex.org/W2059982399","https://openalex.org/W2060670630","https://openalex.org/W2062703548","https://openalex.org/W2064271260","https://openalex.org/W2064851486","https://openalex.org/W2065490405","https://openalex.org/W2068636181","https://openalex.org/W2074717912","https://openalex.org/W2075187489","https://openalex.org/W2075194449","https://openalex.org/W2076972670","https://openalex.org/W2080754665","https://openalex.org/W2090999389","https://openalex.org/W2093793583","https://openalex.org/W2094493170","https://openalex.org/W2094764749","https://openalex.org/W2095898844","https://openalex.org/W2096955942","https://openalex.org/W2097136614","https://openalex.org/W2098230742","https://openalex.org/W2098411764","https://openalex.org/W2100588357","https://openalex.org/W2104393125","https://openalex.org/W2105101328","https://openalex.org/W2106411961","https://openalex.org/W2106848651","https://openalex.org/W2109405095","https://openalex.org/W2111624873","https://openalex.org/W2117731089","https://openalex.org/W2118615399","https://openalex.org/W2120449116","https://openalex.org/W2121056041","https://openalex.org/W2122066429","https://openalex.org/W2122476475","https://openalex.org/W2123341385","https://openalex.org/W2124318860","https://openalex.org/W2124386111","https://openalex.org/W2124592697","https://openalex.org/W2125494233","https://openalex.org/W2126574503","https://openalex.org/W2128272608","https://openalex.org/W2130843763","https://openalex.org/W2131744263","https://openalex.org/W2133780491","https://openalex.org/W2137828456","https://openalex.org/W2142194269","https://openalex.org/W2150578721","https://openalex.org/W2151009539","https://openalex.org/W2151103935","https://openalex.org/W2151238122","https://openalex.org/W2152408796","https://openalex.org/W2153975459","https://openalex.org/W2155773131","https://openalex.org/W2159833277","https://openalex.org/W2161900876","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2163747654","https://openalex.org/W2164121465","https://openalex.org/W2164180391","https://openalex.org/W2164531156","https://openalex.org/W2166931327","https://openalex.org/W2176412452","https://openalex.org/W2293952641","https://openalex.org/W2326395029","https://openalex.org/W2329765882","https://openalex.org/W2338095341","https://openalex.org/W4239510810","https://openalex.org/W4294214781"],"related_works":["https://openalex.org/W2016448795","https://openalex.org/W792668150","https://openalex.org/W2073930635","https://openalex.org/W2055445046","https://openalex.org/W2054393751","https://openalex.org/W1604390949","https://openalex.org/W404452324","https://openalex.org/W1997894678","https://openalex.org/W3203566242","https://openalex.org/W1979782145"],"abstract_inverted_index":{"Previous":[0],"research":[1,280],"has":[2],"established":[3],"that":[4,146],"visual":[5,40,95,121,165,273],"perception":[6,152],"tasks":[7],"high":[8,147,227,312],"in":[9,32,163,186,229],"attentional":[10,116],"load":[11,54,83,91,117,149,218,270,286],"(or":[12],"\u2018perceptual":[13],"load\u2019,":[14],"defined":[15],"operationally":[16],"to":[17,62,77,101,111,118,134,176,264],"include":[18],"either":[19],"a":[20,26,64,86,94,97,196,213,239,249,266,276],"larger":[21],"number":[22],"of":[23,45,56,81,103,115,153,160,169,204,216,222,238,269,275,284,290,298,311],"items":[24],"or":[25],"greater":[27],"perceptual":[28,34,70,82,105,148,177,217,230,254,285,313],"processing":[29,129],"demand)":[30],"result":[31],"reduced":[33],"sensitivity":[35],"and":[36,84,107,130,141,189,193,252,309],"cortical":[37],"response":[38],"for":[39,88,200],"stimuli":[41],"outside":[42],"the":[43,53,74,79,90,108,113,151,157,220,236,260,282,288,296,307],"focus":[44],"attention.":[46],"However,":[47],"there":[48],"are":[49,72],"three":[50],"challenges":[51],"facing":[52],"theory":[55],"attention":[57],"today.":[58],"The":[59,167,226,256],"first":[60,261],"is":[61,76,110,144,174,224],"describe":[63],"neural":[65,161,191],"mechanism":[66,199],"by":[67,93,155],"which":[68],"load-induced":[69],"deficits":[71],"explained;":[73],"second":[75],"clarify":[78],"concept":[80],"develop":[85],"method":[87],"estimating":[89],"induced":[92,253],"task":[96,221],"priori,":[98],"without":[99],"recourse":[100],"measures":[102],"secondary":[104],"effects;":[106],"third":[109],"extend":[112],"study":[114],"natural,":[119],"real-world,":[120],"tasks.":[122],"In":[123,138,210],"this":[124,299],"thesis":[125,300],"we":[126],"employ":[127],"signal":[128],"machine":[131],"learning":[132],"approaches":[133],"address":[135],"these":[136],"challenges.":[137],"Chapters":[139],"3":[140],"4":[142],"it":[143],"shown":[145],"degrades":[150],"orientation":[154],"modulating":[156],"tuning":[158,170,181,187],"curves":[159],"populations":[162],"early":[164],"cortex.":[166],"combination":[168],"curve":[171],"modulations":[172],"reported":[173],"unique":[175],"load,":[178],"inducing":[179],"broadened":[180],"as":[182,184,207],"well":[183],"reductions":[185],"amplitude":[188],"overall":[190],"activity,":[192],"so":[194],"provides":[195],"novel":[197],"low-level":[198],"behaviourally":[201],"relevant":[202],"failures":[203],"vision":[205],"such":[206],"inattentional":[208],"blindness.":[209],"Chapter":[211],"5,":[212],"predictive":[214],"model":[215,257],"during":[219,232],"driving":[223,234],"produced.":[225],"variation":[228],"demands":[231],"real-world":[233],"allow":[235],"construction":[237],"direct":[240],"fine-scale":[241],"mapping":[242],"between":[243],"high-resolution":[244],"natural":[245,277],"imagery,":[246],"captured":[247],"from":[248,272],"driver's":[250],"point-of-view,":[251],"load.":[255,314],"therefore":[258],"constitutes":[259],"system":[262],"able":[263],"produce":[265],"priori":[267],"estimates":[268],"directly":[271],"characteristics":[274],"task,":[278],"extending":[279],"into":[281,305],"antecedents":[283],"beyond":[287],"realm":[289],"austere":[291],"laboratory":[292],"displays.":[293],"Taken":[294],"together,":[295],"findings":[297],"represent":[301],"major":[302],"theoretical":[303],"advances":[304],"both":[306],"causes":[308],"effects":[310]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-10-20T00:00:00"}
