High-capacity preconscious processing in concurrent groupings of colored dots
Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent—typically implicit—perceptual computation. Grouping is a critical precursor to segmenting objects from the background and ultimately to object recognition. Here, we study grouping by colo...
Saved in:
Published in | Proceedings of the National Academy of Sciences - PNAS Vol. 115; no. 52; pp. E12153 - E12162 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
United States
National Academy of Sciences
26.12.2018
|
Series | PNAS Plus |
Subjects | |
Online Access | Get full text |
ISSN | 0027-8424 1091-6490 1091-6490 |
DOI | 10.1073/pnas.1814657115 |
Cover
Loading…
Abstract | Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent—typically implicit—perceptual computation. Grouping is a critical precursor to segmenting objects from the background and ultimately to object recognition. Here, we study grouping by color. We present subjects with 300-ms exposures of 12 dots colored with the same but unknown identical color interspersed among 14 dots of seven different colors. To indicate grouping, subjects point-click the remembered centroid (“center of gravity”) of the set of homogeneous dots, of heterogeneous dots, or of all dots. Subjects accurately judge all of these centroids. Furthermore, after a single stimulus exposure, subjects can judge both the heterogeneous and homogeneous centroids, that is, subjects simultaneously group by similarity and by dissimilarity. The centroid paradigm reveals the relative weight of each dot among targets and distractors to the underlying grouping process, offering a more detailed, quantitative description of grouping than was previously possible. A change detection experiment reveals that conscious memory contains less than two dots and their locations, whereas an ideal detector would have to perfectly process at least 15 of 26 dots to match the subjects’ centroid judgments—indicating an extraordinary capacity for preconscious grouping. A different color set yielded identical results. Grouping theories that rely on predefined feature maps would fail to explain these results. Rather, the results indicate that preconscious grouping is automatic, flexible, and rapid, and a far more complex process than previously believed. |
---|---|
AbstractList | Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent-typically implicit-perceptual computation. Grouping is a critical precursor to segmenting objects from the background and ultimately to object recognition. Here, we study grouping by color. We present subjects with 300-ms exposures of 12 dots colored with the same but unknown identical color interspersed among 14 dots of seven different colors. To indicate grouping, subjects point-click the remembered centroid (“center of gravity”) of the set of homogeneous dots, of heterogeneous dots, or of all dots. Subjects accurately judge all of these centroids. Furthermore, after a single stimulus exposure, subjects can judge both the heterogeneous and homogeneous centroids, that is, subjects simultaneously group by similarity and by dissimilarity. The centroid paradigm reveals the relative weight of each dot among targets and distractors to the underlying grouping process, offering a more detailed, quantitative description of grouping than was previously possible. A change detection experiment reveals that conscious memory contains less than two dots and their locations, whereas an ideal detector would have to perfectly process at least 15 of 26 dots to match the subjects’ centroid judgments-indicating an extraordinary capacity for preconscious grouping. A different color set yielded identical results. Grouping theories that rely on predefined feature maps would fail to explain these results. Rather, the results indicate that preconscious grouping is automatic, flexible, and rapid, and a far more complex process than previously believed. Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent-typically implicit-perceptual computation. Grouping is a critical precursor to segmenting objects from the background and ultimately to object recognition. Here, we study grouping by color. We present subjects with 300-ms exposures of 12 dots colored with the same but unknown identical color interspersed among 14 dots of seven different colors. To indicate grouping, subjects point-click the remembered centroid ("center of gravity") of the set of homogeneous dots, of heterogeneous dots, or of all dots. Subjects accurately judge all of these centroids. Furthermore, after a single stimulus exposure, subjects can judge both the heterogeneous and homogeneous centroids, that is, subjects simultaneously group by similarity and by dissimilarity. The centroid paradigm reveals the relative weight of each dot among targets and distractors to the underlying grouping process, offering a more detailed, quantitative description of grouping than was previously possible. A change detection experiment reveals that conscious memory contains less than two dots and their locations, whereas an ideal detector would have to perfectly process at least 15 of 26 dots to match the subjects' centroid judgments-indicating an extraordinary capacity for preconscious grouping. A different color set yielded identical results. Grouping theories that rely on predefined feature maps would fail to explain these results. Rather, the results indicate that preconscious grouping is automatic, flexible, and rapid, and a far more complex process than previously believed.Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent-typically implicit-perceptual computation. Grouping is a critical precursor to segmenting objects from the background and ultimately to object recognition. Here, we study grouping by color. We present subjects with 300-ms exposures of 12 dots colored with the same but unknown identical color interspersed among 14 dots of seven different colors. To indicate grouping, subjects point-click the remembered centroid ("center of gravity") of the set of homogeneous dots, of heterogeneous dots, or of all dots. Subjects accurately judge all of these centroids. Furthermore, after a single stimulus exposure, subjects can judge both the heterogeneous and homogeneous centroids, that is, subjects simultaneously group by similarity and by dissimilarity. The centroid paradigm reveals the relative weight of each dot among targets and distractors to the underlying grouping process, offering a more detailed, quantitative description of grouping than was previously possible. A change detection experiment reveals that conscious memory contains less than two dots and their locations, whereas an ideal detector would have to perfectly process at least 15 of 26 dots to match the subjects' centroid judgments-indicating an extraordinary capacity for preconscious grouping. A different color set yielded identical results. Grouping theories that rely on predefined feature maps would fail to explain these results. Rather, the results indicate that preconscious grouping is automatic, flexible, and rapid, and a far more complex process than previously believed. A critical visual process is segmenting a scene into objects to be processed (foreground) and the remainder (background). Humans are extraordinarily good at segmentation, but how they accomplish this still is not well understood. An important component process in segmentation is grouping by similarity, for example, by color, shape, size, etc., thereby organizing visual information into coherent chunks for subsequent stages in object recognition. That our subjects can also group dissimilar items shows that the grouping process itself is much more complex than previously believed. Furthermore, we present a fully quantitative account of the inclusiveness/exclusiveness of the grouping process and of its extraordinary perceptual capacity. The amount of information preconsciously utilized to form a group is many times greater than is consciously available. Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent—typically implicit—perceptual computation. Grouping is a critical precursor to segmenting objects from the background and ultimately to object recognition. Here, we study grouping by color. We present subjects with 300-ms exposures of 12 dots colored with the same but unknown identical color interspersed among 14 dots of seven different colors. To indicate grouping, subjects point-click the remembered centroid (“center of gravity”) of the set of homogeneous dots, of heterogeneous dots, or of all dots. Subjects accurately judge all of these centroids. Furthermore, after a single stimulus exposure, subjects can judge both the heterogeneous and homogeneous centroids, that is, subjects simultaneously group by similarity and by dissimilarity. The centroid paradigm reveals the relative weight of each dot among targets and distractors to the underlying grouping process, offering a more detailed, quantitative description of grouping than was previously possible. A change detection experiment reveals that conscious memory contains less than two dots and their locations, whereas an ideal detector would have to perfectly process at least 15 of 26 dots to match the subjects’ centroid judgments—indicating an extraordinary capacity for preconscious grouping. A different color set yielded identical results. Grouping theories that rely on predefined feature maps would fail to explain these results. Rather, the results indicate that preconscious grouping is automatic, flexible, and rapid, and a far more complex process than previously believed. |
Author | Sun, Peng Sperling, George Wright, Charles E. Chubb, Charles |
Author_xml | – sequence: 1 givenname: Peng surname: Sun fullname: Sun, Peng organization: Department of Cognitive Sciences, University of California, Irvine, CA 92697 – sequence: 2 givenname: Charles surname: Chubb fullname: Chubb, Charles organization: Department of Cognitive Sciences, University of California, Irvine, CA 92697 – sequence: 3 givenname: Charles E. surname: Wright fullname: Wright, Charles E. organization: Department of Cognitive Sciences, University of California, Irvine, CA 92697 – sequence: 4 givenname: George surname: Sperling fullname: Sperling, George organization: Department of Cognitive Sciences, University of California, Irvine, CA 92697 |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30545909$$D View this record in MEDLINE/PubMed |
BookMark | eNp1Uc9rFDEYDdJit6tnT8qAFy_TfvmdXAQpaoWWXuo5ZDKZbZbZZExmCv3vzbJt1YKnkO977_G-907RUUzRI_QOwxkGSc-naMsZVpgJLjHmr9AKg8atYBqO0AqAyFYxwk7QaSlbANBcwWt0QoEzrkGv0PVl2Ny1zk7WhfmhmbJ3KRYX0lLqJzlfSoibJsSmzt2Ss49zs8lpmeq4NGmo8zFl3zd9mssbdDzYsfi3j-8a_fz29fbisr26-f7j4stV6xijc8st6ZnvCRFKKSwHORBKuk5RonrcK6mEZ1R3ZBg6qYAB1857LjppGeeaOrpGnw-609LtfO-qqWxHM-Wws_nBJBvMv5sY7swm3RtBMSgsqsCnR4Gcfi2-zGYXivPjaKOvpxuCuRQSSM14jT6-gG7TkmM9r6IEYZwJvEd9-NvRs5WnpCuAHwAup1KyH0wN3M4h7Q2G0WAw-0bNvlHzp9HKO3_Be5L-P-P9gbEtc8rPcFLXVHNCfwPY562p |
CitedBy_id | crossref_primary_10_3758_s13414_024_02850_5 crossref_primary_10_1016_j_visres_2022_108125 crossref_primary_10_3758_s13414_020_02197_7 crossref_primary_10_3758_s13414_020_02187_9 crossref_primary_10_3758_s13414_022_02528_w crossref_primary_10_1109_TVCG_2021_3114783 crossref_primary_10_1073_pnas_2301707120 |
Cites_doi | 10.1093/acprof:oso/9780195189193.003.0008 10.1163/156856897X00357 10.1016/S0042-6989(00)00021-3 10.1167/10.10.20 10.2307/1419052 10.1016/S0166-2236(96)01002-8 10.1126/science.154.3748.538 10.1038/35058500 10.1037/0033-295X.114.3.599 10.1073/pnas.1614062113 10.1016/0042-6989(94)00173-J 10.1037/a0029333 10.1163/22134913-00002059 10.1111/j.1467-9280.2006.01746.x 10.1068/p270417 10.3758/BF03207395 10.1016/j.visres.2013.06.002 10.3758/s13414-015-0978-2 10.1016/0010-0285(80)90005-5 10.1037/0033-295X.101.3.470 10.1016/j.visres.2011.04.013 10.1073/pnas.1716341115 10.1037/0033-2909.129.5.643 10.1109/34.730558 10.1016/j.visres.2014.08.011 10.1037/0096-1523.8.2.194 10.1037/0033-295X.104.1.90 10.1177/0956797611418346 10.1007/BF00410640 10.1073/pnas.1308674111 10.1016/S0734-189X(85)80004-9 10.1037/0033-295X.115.1.131 |
ContentType | Journal Article |
Copyright | Volumes 1–89 and 106–115, copyright as a collective work only; author(s) retains copyright to individual articles Copyright National Academy of Sciences Dec 26, 2018 2018 |
Copyright_xml | – notice: Volumes 1–89 and 106–115, copyright as a collective work only; author(s) retains copyright to individual articles – notice: Copyright National Academy of Sciences Dec 26, 2018 – notice: 2018 |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 7QG 7QL 7QP 7QR 7SN 7SS 7T5 7TK 7TM 7TO 7U9 8FD C1K FR3 H94 M7N P64 RC3 7X8 5PM |
DOI | 10.1073/pnas.1814657115 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed Animal Behavior Abstracts Bacteriology Abstracts (Microbiology B) Calcium & Calcified Tissue Abstracts Chemoreception Abstracts Ecology Abstracts Entomology Abstracts (Full archive) Immunology Abstracts Neurosciences Abstracts Nucleic Acids Abstracts Oncogenes and Growth Factors Abstracts Virology and AIDS Abstracts Technology Research Database Environmental Sciences and Pollution Management Engineering Research Database AIDS and Cancer Research Abstracts Algology Mycology and Protozoology Abstracts (Microbiology C) Biotechnology and BioEngineering Abstracts Genetics Abstracts MEDLINE - Academic PubMed Central (Full Participant titles) |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Virology and AIDS Abstracts Oncogenes and Growth Factors Abstracts Technology Research Database Nucleic Acids Abstracts Ecology Abstracts Neurosciences Abstracts Biotechnology and BioEngineering Abstracts Environmental Sciences and Pollution Management Entomology Abstracts Genetics Abstracts Animal Behavior Abstracts Bacteriology Abstracts (Microbiology B) Algology Mycology and Protozoology Abstracts (Microbiology C) AIDS and Cancer Research Abstracts Chemoreception Abstracts Immunology Abstracts Engineering Research Database Calcium & Calcified Tissue Abstracts MEDLINE - Academic |
DatabaseTitleList | Virology and AIDS Abstracts MEDLINE - Academic MEDLINE CrossRef |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Sciences (General) |
EISSN | 1091-6490 |
EndPage | E12162 |
ExternalDocumentID | PMC6310816 30545909 10_1073_pnas_1814657115 26573952 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | --- -DZ -~X .55 0R~ 123 29P 2AX 2FS 2WC 4.4 53G 5RE 5VS 85S AACGO AAFWJ AANCE ABBHK ABOCM ABPLY ABPPZ ABTLG ABXSQ ABZEH ACGOD ACHIC ACIWK ACNCT ACPRK ADQXQ ADULT AENEX AEUPB AEXZC AFFNX AFOSN AFRAH ALMA_UNASSIGNED_HOLDINGS AQVQM BKOMP CS3 D0L DCCCD DIK DU5 E3Z EBS EJD F5P FRP GX1 H13 HH5 HYE IPSME JAAYA JBMMH JENOY JHFFW JKQEH JLS JLXEF JPM JSG JST KQ8 L7B LU7 N9A N~3 O9- OK1 PNE PQQKQ R.V RHI RNA RNS RPM RXW SA0 SJN TAE TN5 UKR W8F WH7 WOQ WOW X7M XSW Y6R YBH YKV YSK ZCA ~02 ~KM AAYXX CITATION CGR CUY CVF DOOOF ECM EIF JSODD NPM RHF VQA YIF YIN 7QG 7QL 7QP 7QR 7SN 7SS 7T5 7TK 7TM 7TO 7U9 8FD C1K FR3 H94 M7N P64 RC3 7X8 5PM |
ID | FETCH-LOGICAL-c443t-5a2d4ed22688817f7f232bb8328d1d8786e439b2ffb7804059cee56b7a45593c3 |
ISSN | 0027-8424 1091-6490 |
IngestDate | Thu Aug 21 18:19:32 EDT 2025 Sun Aug 24 03:34:47 EDT 2025 Mon Jun 30 07:55:20 EDT 2025 Wed Feb 19 02:30:44 EST 2025 Thu Apr 24 23:12:41 EDT 2025 Tue Jul 01 03:39:56 EDT 2025 Fri May 30 11:17:07 EDT 2025 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 52 |
Keywords | grouping by similarity centroid judgments perceptual grouping summary statistics preconscious processing |
Language | English |
License | Published under the PNAS license. |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c443t-5a2d4ed22688817f7f232bb8328d1d8786e439b2ffb7804059cee56b7a45593c3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Contributed by George Sperling, November 6, 2018 (sent for review August 27, 2018; reviewed by Justin Halberda and Michel Treisman) Reviewers: J.H., Johns Hopkins University; and M.T., Oxford University. Author contributions: P.S., C.C., C.E.W., and G.S. designed research; P.S., C.C., C.E.W., and G.S. performed research; P.S., C.C., C.E.W., and G.S. contributed new reagents/analytic tools; P.S. and G.S. analyzed data; and P.S., C.C., C.E.W., and G.S. wrote the paper. |
ORCID | 0000-0002-5597-1133 |
OpenAccessLink | https://www.pnas.org/content/pnas/115/52/E12153.full.pdf |
PMID | 30545909 |
PQID | 2162454617 |
PQPubID | 42026 |
ParticipantIDs | pubmedcentral_primary_oai_pubmedcentral_nih_gov_6310816 proquest_miscellaneous_2157670207 proquest_journals_2162454617 pubmed_primary_30545909 crossref_citationtrail_10_1073_pnas_1814657115 crossref_primary_10_1073_pnas_1814657115 jstor_primary_26573952 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2018-12-26 |
PublicationDateYYYYMMDD | 2018-12-26 |
PublicationDate_xml | – month: 12 year: 2018 text: 2018-12-26 day: 26 |
PublicationDecade | 2010 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States – name: Washington |
PublicationSeriesTitle | PNAS Plus |
PublicationTitle | Proceedings of the National Academy of Sciences - PNAS |
PublicationTitleAlternate | Proc Natl Acad Sci U S A |
PublicationYear | 2018 |
Publisher | National Academy of Sciences |
Publisher_xml | – name: National Academy of Sciences |
References | Milanese R (e_1_3_3_8_2) 1994 Koch C (e_1_3_3_7_2) 1985; 4 e_1_3_3_16_2 e_1_3_3_19_2 e_1_3_3_38_2 e_1_3_3_18_2 e_1_3_3_13_2 e_1_3_3_36_2 e_1_3_3_12_2 e_1_3_3_37_2 e_1_3_3_15_2 e_1_3_3_34_2 e_1_3_3_14_2 e_1_3_3_35_2 e_1_3_3_32_2 e_1_3_3_11_2 e_1_3_3_30_2 e_1_3_3_10_2 Sperling G (e_1_3_3_33_2) 2016; 21 Rush GP (e_1_3_3_17_2) 1937; 31 Sperling G (e_1_3_3_31_2) 1986 e_1_3_3_6_2 e_1_3_3_5_2 e_1_3_3_28_2 e_1_3_3_9_2 e_1_3_3_27_2 e_1_3_3_29_2 e_1_3_3_24_2 e_1_3_3_23_2 e_1_3_3_26_2 e_1_3_3_25_2 Robson JG (e_1_3_3_1_2) 1980 e_1_3_3_2_2 e_1_3_3_20_2 e_1_3_3_4_2 e_1_3_3_22_2 e_1_3_3_3_2 e_1_3_3_21_2 |
References_xml | – ident: e_1_3_3_6_2 doi: 10.1093/acprof:oso/9780195189193.003.0008 – ident: e_1_3_3_29_2 doi: 10.1163/156856897X00357 – ident: e_1_3_3_30_2 doi: 10.1016/S0042-6989(00)00021-3 – ident: e_1_3_3_26_2 doi: 10.1167/10.10.20 – ident: e_1_3_3_18_2 doi: 10.2307/1419052 – ident: e_1_3_3_15_2 doi: 10.1016/S0166-2236(96)01002-8 – volume: 31 start-page: 1 year: 1937 ident: e_1_3_3_17_2 article-title: Visual grouping in relation to age publication-title: Arch Psychol – ident: e_1_3_3_11_2 doi: 10.1126/science.154.3748.538 – ident: e_1_3_3_10_2 doi: 10.1038/35058500 – ident: e_1_3_3_13_2 doi: 10.1037/0033-295X.114.3.599 – ident: e_1_3_3_28_2 doi: 10.1073/pnas.1614062113 – ident: e_1_3_3_19_2 doi: 10.1016/0042-6989(94)00173-J – ident: e_1_3_3_24_2 doi: 10.1037/a0029333 – ident: e_1_3_3_37_2 doi: 10.1163/22134913-00002059 – ident: e_1_3_3_32_2 doi: 10.1111/j.1467-9280.2006.01746.x – ident: e_1_3_3_25_2 doi: 10.1068/p270417 – volume: 4 start-page: 219 year: 1985 ident: e_1_3_3_7_2 article-title: Shifts in selective visual attention: Towards the underlying neural circuitry publication-title: Hum Neurobiol – ident: e_1_3_3_12_2 doi: 10.3758/BF03207395 – ident: e_1_3_3_22_2 doi: 10.1016/j.visres.2013.06.002 – ident: e_1_3_3_27_2 doi: 10.3758/s13414-015-0978-2 – ident: e_1_3_3_2_2 doi: 10.1016/0010-0285(80)90005-5 – ident: e_1_3_3_36_2 doi: 10.1037/0033-295X.101.3.470 – ident: e_1_3_3_21_2 doi: 10.1016/j.visres.2011.04.013 – ident: e_1_3_3_38_2 doi: 10.1073/pnas.1716341115 – volume: 21 start-page: 34 year: 2016 ident: e_1_3_3_33_2 article-title: Multiple salience maps? publication-title: Abstr Psychon Soc – ident: e_1_3_3_5_2 doi: 10.1037/0033-2909.129.5.643 – ident: e_1_3_3_9_2 doi: 10.1109/34.730558 – ident: e_1_3_3_23_2 doi: 10.1016/j.visres.2014.08.011 – ident: e_1_3_3_3_2 doi: 10.1037/0096-1523.8.2.194 – start-page: 2-1 volume-title: Handbook of Perception and Human Performance: Sensory Processes and Perception year: 1986 ident: e_1_3_3_31_2 – ident: e_1_3_3_35_2 doi: 10.1037/0033-295X.104.1.90 – start-page: 781 volume-title: IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 1994 year: 1994 ident: e_1_3_3_8_2 – ident: e_1_3_3_14_2 doi: 10.1177/0956797611418346 – ident: e_1_3_3_16_2 doi: 10.1007/BF00410640 – ident: e_1_3_3_34_2 doi: 10.1073/pnas.1308674111 – start-page: 177 volume-title: Visual Coding and Adaptability year: 1980 ident: e_1_3_3_1_2 – ident: e_1_3_3_4_2 doi: 10.1016/S0734-189X(85)80004-9 – ident: e_1_3_3_20_2 doi: 10.1037/0033-295X.115.1.131 |
SSID | ssj0009580 |
Score | 2.3352728 |
Snippet | Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent—typically implicit—perceptual computation.... A critical visual process is segmenting a scene into objects to be processed (foreground) and the remainder (background). Humans are extraordinarily good at... Grouping is a perceptual process in which a subset of stimulus components (a group) is selected for a subsequent-typically implicit-perceptual computation.... |
SourceID | pubmedcentral proquest pubmed crossref jstor |
SourceType | Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
StartPage | E12153 |
SubjectTerms | Adolescent Adult Brain - physiology Center of gravity Centroids Change detection Cognition & reasoning Color Color Perception Consciousness Distance Perception Feature maps Female Humans Judgment Judgments Male Object recognition Pattern recognition PNAS Plus Reaction Time Set theory Social Sciences Visual perception Weight Young Adult |
Title | High-capacity preconscious processing in concurrent groupings of colored dots |
URI | https://www.jstor.org/stable/26573952 https://www.ncbi.nlm.nih.gov/pubmed/30545909 https://www.proquest.com/docview/2162454617 https://www.proquest.com/docview/2157670207 https://pubmed.ncbi.nlm.nih.gov/PMC6310816 |
Volume | 115 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3Nb9MwFLfKuHBBDBgEBjISh6EppUkc2zlOqGNCW5m0Vuotit1kTEJZRdoL_wb_MD_HztcoCLhEleNa1nsv78N-7_cIeRsolsANCH29EtpnMcQ40RHzOfTCpGBZzCNT4Hwx42cL9mkZL0ejH72spe1GjfX3nXUl_8NVjIGvpkr2HzjbLooB_AZ_8QSH8fwrHpskDV_D3GnjS6_r4BYmzWS1rm0BgKtYwbh2QEx1GUfdq7NOKEe4DpcToWnVd1MvW7NWNUkEs-bU8KSrQXGKoTr2jy9nXUfjq21pU3-dVbRNp-zNj7ve__VwwL3oKiOu1jUS13V3ct8_oQikyfawZfB9gO-d--ur5hDmktmC6nFutTGcGZ8z20-0Vde2_NPJpYW_ddp3aqAyop2GAZrMdDMus2ocmFPPWDTrDCC4Z5_T08X5eTqfLuf3yP1QiPru_-My6CE5S1vX5Pbb4EWJ6P2d5Qeujs123RXH3E3H7fk380fkoQtM6ImVsn0yysvHZL-hID1y-OTvnpCLgdjRvtjRTuzoTUk7saOt2NHbgjqxo0bsnpLF6XT-4cx3XTl8zVi08eMsXLF8BbddShmIQhRwypWCZZCrYCWF5DmcXBUWhTLgVnDfIbAxVyJjiF4jHR2QvfK2zJ8TmkEgQlUUkgUahoRlSuos4DoHjXM9mXhk3BAw1Q6y3nRO-ZrWqRMiSg3F047iHjlq_7C2aC2_n3pQc6SdF2I8SuLQI4cNi1L3rVdpGPCQxQzuvkfetK-hic31WlbmoDDmIHYXCL8w55nlaLs4rCqLk0niETHgdTvBoLwP35Q3X2q0d44ATAb8xZ-39ZI86D69Q7K3-bbNX8Fd3qjXtfj-BGCgw5M |
linkProvider | Geneva Foundation for Medical Education and Research |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=High-capacity+preconscious+processing+in+concurrent+groupings+of+colored+dots&rft.jtitle=Proceedings+of+the+National+Academy+of+Sciences+-+PNAS&rft.au=Sun%2C+Peng&rft.au=Chubb%2C+Charles&rft.au=Wright%2C+Charles+E&rft.au=Sperling%2C+George&rft.date=2018-12-26&rft.pub=National+Academy+of+Sciences&rft.issn=0027-8424&rft.eissn=1091-6490&rft.volume=115&rft.issue=52&rft.spage=E12153&rft_id=info:doi/10.1073%2Fpnas.1814657115&rft.externalDBID=NO_FULL_TEXT |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0027-8424&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0027-8424&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0027-8424&client=summon |