Asynchrony adaptation reveals neural population code for audio-visual timing

The relative timing of auditory and visual stimuli is a critical cue for determining whether sensory signals relate to a common source and for making inferences about causality. However, the way in which the brain represents temporal relationships remains poorly understood. Recent studies indicate t...

Full description

Saved in:
Bibliographic Details
Published inProceedings of the Royal Society B : Biological Sciences Vol. 278; no. 1710; pp. 1314 - 1322
Main Authors Roach, Neil W., Heron, James, Whitaker, David, McGraw, Paul V.
Format Journal Article
LanguageEnglish
Published England The Royal Society 07.05.2011
Subjects
Online AccessGet full text
ISSN0962-8452
1471-2954
1471-2945
1471-2954
DOI10.1098/rspb.2010.1737

Cover

Abstract The relative timing of auditory and visual stimuli is a critical cue for determining whether sensory signals relate to a common source and for making inferences about causality. However, the way in which the brain represents temporal relationships remains poorly understood. Recent studies indicate that our perception of multisensory timing is flexible—adaptation to a regular inter-modal delay alters the point at which subsequent stimuli are judged to be simultaneous. Here, we measure the effect of audio-visual asynchrony adaptation on the perception of a wide range of sub-second temporal relationships. We find distinctive patterns of induced biases that are inconsistent with the previous explanations based on changes in perceptual latency. Instead, our results can be well accounted for by a neural population coding model in which: (i) relative audio-visual timing is represented by the distributed activity across a relatively small number of neurons tuned to different delays; (ii) the algorithm for reading out this population code is efficient, but subject to biases owing to under-sampling; and (iii) the effect of adaptation is to modify neuronal response gain. These results suggest that multisensory timing information is represented by a dedicated population code and that shifts in perceived simultaneity following asynchrony adaptation arise from analogous neural processes to well-known perceptual after-effects.
AbstractList The relative timing of auditory and visual stimuli is a critical cue for determining whether sensory signals relate to a common source and for making inferences about causality. However, the way in which the brain represents temporal relationships remains poorly understood. Recent studies indicate that our perception of multisensory timing is flexible-adaptation to a regular inter-modal delay alters the point at which subsequent stimuli are judged to be simultaneous. Here, we measure the effect of audio-visual asynchrony adaptation on the perception of a wide range of sub-second temporal relationships. We find distinctive patterns of induced biases that are inconsistent with the previous explanations based on changes in perceptual latency. Instead, our results can be well accounted for by a neural population coding model in which: (i) relative audio-visual timing is represented by the distributed activity across a relatively small number of neurons tuned to different delays; (ii) the algorithm for reading out this population code is efficient, but subject to biases owing to under-sampling; and (iii) the effect of adaptation is to modify neuronal response gain. These results suggest that multisensory timing information is represented by a dedicated population code and that shifts in perceived simultaneity following asynchrony adaptation arise from analogous neural processes to well-known perceptual after-effects.
The relative timing of auditory and visual stimuli is a critical cue for determining whether sensory signals relate to a common source and for making inferences about causality. However, the way in which the brain represents temporal relationships remains poorly understood. Recent studies indicate that our perception of multisensory timing is flexible--adaptation to a regular inter-modal delay alters the point at which subsequent stimuli are judged to be simultaneous. Here, we measure the effect of audio-visual asynchrony adaptation on the perception of a wide range of sub-second temporal relationships. We find distinctive patterns of induced biases that are inconsistent with the previous explanations based on changes in perceptual latency. Instead, our results can be well accounted for by a neural population coding model in which: (i) relative audio-visual timing is represented by the distributed activity across a relatively small number of neurons tuned to different delays; (ii) the algorithm for reading out this population code is efficient, but subject to biases owing to under-sampling; and (iii) the effect of adaptation is to modify neuronal response gain. These results suggest that multisensory timing information is represented by a dedicated population code and that shifts in perceived simultaneity following asynchrony adaptation arise from analogous neural processes to well-known perceptual after-effects.The relative timing of auditory and visual stimuli is a critical cue for determining whether sensory signals relate to a common source and for making inferences about causality. However, the way in which the brain represents temporal relationships remains poorly understood. Recent studies indicate that our perception of multisensory timing is flexible--adaptation to a regular inter-modal delay alters the point at which subsequent stimuli are judged to be simultaneous. Here, we measure the effect of audio-visual asynchrony adaptation on the perception of a wide range of sub-second temporal relationships. We find distinctive patterns of induced biases that are inconsistent with the previous explanations based on changes in perceptual latency. Instead, our results can be well accounted for by a neural population coding model in which: (i) relative audio-visual timing is represented by the distributed activity across a relatively small number of neurons tuned to different delays; (ii) the algorithm for reading out this population code is efficient, but subject to biases owing to under-sampling; and (iii) the effect of adaptation is to modify neuronal response gain. These results suggest that multisensory timing information is represented by a dedicated population code and that shifts in perceived simultaneity following asynchrony adaptation arise from analogous neural processes to well-known perceptual after-effects.
Author McGraw, Paul V.
Roach, Neil W.
Heron, James
Whitaker, David
AuthorAffiliation 2 Bradford School of Optometry and Vision Science , University of Bradford , Bradford , UK
1 Visual Neuroscience Group, School of Psychology , The University of Nottingham , Nottingham , UK
AuthorAffiliation_xml – name: 2 Bradford School of Optometry and Vision Science , University of Bradford , Bradford , UK
– name: 1 Visual Neuroscience Group, School of Psychology , The University of Nottingham , Nottingham , UK
Author_xml – sequence: 1
  givenname: Neil W.
  surname: Roach
  fullname: Roach, Neil W.
  email: nwr@psychology.nottingham.ac.uk
  organization: Visual Neuroscience Group, School of Psychology, The University of Nottingham, Nottingham, UK
– sequence: 2
  givenname: James
  surname: Heron
  fullname: Heron, James
  organization: Bradford School of Optometry and Vision Science, University of Bradford, Bradford, UK
– sequence: 3
  givenname: David
  surname: Whitaker
  fullname: Whitaker, David
  organization: Bradford School of Optometry and Vision Science, University of Bradford, Bradford, UK
– sequence: 4
  givenname: Paul V.
  surname: McGraw
  fullname: McGraw, Paul V.
  organization: Visual Neuroscience Group, School of Psychology, The University of Nottingham, Nottingham, UK
BackLink https://www.ncbi.nlm.nih.gov/pubmed/20961905$$D View this record in MEDLINE/PubMed
BookMark eNqFkc1v1DAQxS1URLeFKzdQbpyytRM7sS9I1ap8SCsBVeFqTRy79ZK1g50s5L_HUcoKkAona_Teb_xm5gydOO80Qs8JXhMs-EWIfbMu8FzWZf0IrQitSV4Iyk7QCouqyDllxSk6i3GHMRaMsyfotEgKEZit0PYyTk7dBe-mDFroBxisd1nQBw1dzJweA3RZ7_uxWxTlW50ZHzIYW-vzg41jMgx2b93tU_TYJEo_u3_P0ec3Vzebd_n2w9v3m8ttrpggQ84YUNGyqilZU4FqjNAVGGFqaBQ1RBeUmFZVhDcVxxS31AimKWGtAQ6CQnmOLpa-o-th-g5dJ_tg9xAmSbCc9yLnvch5L3LeSyJeL0Q_NnvdKu2GNNeR8mDln4qzd_LWH2SJK0LKKjV4dd8g-G-jjoPc26h014HTfoxS4Jowtnz1bydnvK6ZoCQ5X_4e6pjm13WSYb0YVPAxBm3-Pyb9C1B2uWgaynYPY-WCBT-lu3ll9TDJnR-DS-XD1IuF2sXBh2M0Sgjlgs3p80W3cdA_jjqEr7JKPJNfOJV8e31Drz99lJvyJ2pm4CU
CitedBy_id crossref_primary_10_1038_srep24673
crossref_primary_10_1098_rspb_2014_0751
crossref_primary_10_1111_mila_12331
crossref_primary_10_1002_pchj_603
crossref_primary_10_1016_j_brainres_2014_08_028
crossref_primary_10_1038_s41598_022_19665_9
crossref_primary_10_7554_eLife_97765_3
crossref_primary_10_1111_nyas_12545
crossref_primary_10_1016_j_concog_2023_103478
crossref_primary_10_3758_s13414_013_0475_4
crossref_primary_10_1007_s00221_011_2976_5
crossref_primary_10_1016_j_cortex_2013_03_006
crossref_primary_10_1163_22134808_00002611
crossref_primary_10_1016_j_cobeha_2016_01_005
crossref_primary_10_3389_fpsyg_2021_751248
crossref_primary_10_1016_j_neuroscience_2023_01_025
crossref_primary_10_1371_journal_pone_0119365
crossref_primary_10_3758_s13414_023_02828_9
crossref_primary_10_1038_s41598_018_19218_z
crossref_primary_10_1002_aur_1566
crossref_primary_10_1007_s00221_016_4822_2
crossref_primary_10_3389_fnint_2015_00064
crossref_primary_10_1068_p7243
crossref_primary_10_1111_cogs_13068
crossref_primary_10_3758_s13423_020_01726_7
crossref_primary_10_1016_j_cognition_2020_104510
crossref_primary_10_3389_fnint_2016_00044
crossref_primary_10_1016_j_actpsy_2013_07_011
crossref_primary_10_7554_eLife_97765
crossref_primary_10_1007_s00221_012_3038_3
crossref_primary_10_1371_journal_pone_0084278
crossref_primary_10_3758_s13423_023_02388_x
crossref_primary_10_1111_ejn_14551
crossref_primary_10_1038_s41598_022_06503_1
crossref_primary_10_1038_s41598_022_25614_3
crossref_primary_10_1371_journal_pcbi_1002771
crossref_primary_10_1371_journal_pone_0040379
crossref_primary_10_1016_j_cortex_2016_03_018
crossref_primary_10_1073_pnas_2106235118
crossref_primary_10_1371_journal_pone_0189242
crossref_primary_10_3389_fnagi_2014_00226
crossref_primary_10_1016_j_cogpsych_2015_10_002
crossref_primary_10_1098_rspb_2014_2833
Cites_doi 10.3758/BF03215821
10.1073/pnas.90.22.10749
10.1038/nn1267
10.1016/0042-6989(93)90248-U
10.1152/jn.00086.2007
10.1167/7.13.5
10.1038/nn1691
10.1007/978-1-4899-4541-9
10.1097/WNR.0b013e3282f4f039
10.1038/nn1268
10.1016/j.cogbrainres.2004.07.003
10.1111/j.1460-9568.2010.07194.x
10.1162/neco.2009.09-08-869
10.1016/S0960-9822(03)00445-7
10.3758/BF03204247
10.1016/0013-4694(69)90089-3
10.1126/science.165.3891.413
10.1038/nn827
10.1098/rspb.2000.1198
10.1016/j.neuron.2006.08.006
10.1007/BF00236934
10.1167/9.8.2
10.1038/nrn1888
10.1152/jn.1996.76.2.1246
10.1007/s00221-007-1012-2
10.1038/11205
10.1038/nrn2155
10.1167/9.12.7
10.1038/35039062
10.1007/s00221-005-2386-7
10.1098/rspb.1954.0025
10.1016/j.conb.2008.09.004
10.1007/s00221-007-1253-0
10.1073/pnas.0810486106
10.1007/s00221-008-1282-3
10.3758/BF03203074
10.1523/JNEUROSCI.07-10-03215.1987
10.1037/h0059826
10.1371/journal.pone.0007681
10.1037/h0030639
10.1007/s00221-007-0918-z
10.1037/h0059216
10.1152/jn.00571.2004
10.1080/17470210801985235
10.1126/science.152.3725.1099
10.1016/0014-4886(77)90112-1
10.1007/s00221-008-1543-1
10.1098/rspb.1997.0056
10.1037/10867-000
10.1016/j.neulet.2007.10.044
ContentType Journal Article
Copyright Copyright © 2011 The Royal Society
This Journal is © 2010 The Royal Society
This Journal is © 2010 The Royal Society 2010
Copyright_xml – notice: Copyright © 2011 The Royal Society
– notice: This Journal is © 2010 The Royal Society
– notice: This Journal is © 2010 The Royal Society 2010
DBID BSCLL
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
7SN
7TK
C1K
5PM
ADTOC
UNPAY
DOI 10.1098/rspb.2010.1737
DatabaseName Istex
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
Ecology Abstracts
Neurosciences Abstracts
Environmental Sciences and Pollution Management
PubMed Central (Full Participant titles)
Unpaywall for CDI: Periodical Content
Unpaywall
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
Ecology Abstracts
Neurosciences Abstracts
Environmental Sciences and Pollution Management
DatabaseTitleList Ecology 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
– sequence: 3
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
Discipline Sciences (General)
Biology
DocumentTitleAlternate Population coding of audio-visual timing
EISSN 1471-2945
1471-2954
EndPage 1322
ExternalDocumentID oai:eprints.nottingham.ac.uk:2623
PMC3061136
20961905
10_1098_rspb_2010_1737
41148955
ark_67375_V84_8LRT4RQP_C
Genre Research Support, Non-U.S. Gov't
Journal Article
GrantInformation_xml – fundername: Wellcome Trust
GroupedDBID ---
-~X
0R~
0VX
29P
2WC
36Y
4.4
5RE
85S
AACGO
AANCE
ABBHK
ABPLY
ABTLG
ABXSQ
ACIWK
ACNCT
ACPRK
ACQIA
ADACV
ADBBV
ADIYS
ADULT
AEUPB
AEXZC
AFRAH
AJZGM
ALMA_UNASSIGNED_HOLDINGS
ALMYZ
AOIJS
AQVQM
BAWUL
BGBPD
BSCLL
BTFSW
CS3
DCCCD
DIK
DOOOF
E3Z
EBS
EJD
F5P
FRP
GX1
H13
HTVGU
HYE
HZ~
IPSME
JAAYA
JBMMH
JENOY
JHFFW
JKQEH
JLS
JLXEF
JPM
JSG
JSODD
JST
K-O
KQ8
MRS
O9-
OK1
OP1
RHF
RPM
RRY
SA0
TR2
V1E
W8F
~02
ACHIC
ACRPL
ADNMO
ADQXQ
AGPVY
AGQPQ
ABPTK
ADZLD
DNJUQ
DWIUU
HQ3
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5VS
7SN
7TK
C1K
ICLEN
5PM
.55
.GJ
3O-
53G
8WZ
A6W
AANZV
ABEFU
ABIEJ
ACMKX
ADTOC
AS~
CAG
COF
HGD
MVM
ROL
UNPAY
WOQ
X7M
ZXP
ID FETCH-LOGICAL-c591t-55a49d56b35b6acbf9e6af9f7abc4f1e241fdc618b68040d4f95e415dfa8a94a3
IEDL.DBID UNPAY
ISSN 0962-8452
1471-2954
IngestDate Wed Oct 29 11:54:18 EDT 2025
Thu Aug 21 14:32:01 EDT 2025
Mon Oct 06 17:28:34 EDT 2025
Fri Jul 11 09:47:39 EDT 2025
Wed Feb 19 01:47:47 EST 2025
Tue Jul 01 02:06:47 EDT 2025
Thu Apr 24 22:55:39 EDT 2025
Wed Jan 17 02:37:35 EST 2024
Thu Jul 03 21:37:57 EDT 2025
Wed Oct 30 09:38:18 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1710
Language English
License open-access: http://creativecommons.org/licenses/by/2.0/: This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
cc-by
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c591t-55a49d56b35b6acbf9e6af9f7abc4f1e241fdc618b68040d4f95e415dfa8a94a3
Notes ark:/67375/V84-8LRT4RQP-C
istex:30F880EF1E0DA19A1E8D52971A1B1C72DEAB05D2
href:rspb20101737.pdf
ArticleID:rspb20101737
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ObjectType-Article-2
ObjectType-Feature-1
OpenAccessLink https://proxy.k.utb.cz/login?url=http://rspb.royalsocietypublishing.org/content/278/1710/1314
PMID 20961905
PQID 858775941
PQPubID 23479
PageCount 9
ParticipantIDs crossref_primary_10_1098_rspb_2010_1737
proquest_miscellaneous_907155737
crossref_citationtrail_10_1098_rspb_2010_1737
istex_primary_ark_67375_V84_8LRT4RQP_C
pubmedcentral_primary_oai_pubmedcentral_nih_gov_3061136
jstor_primary_41148955
proquest_miscellaneous_858775941
royalsociety_journals_10_1098_rspb_2010_1737
unpaywall_primary_10_1098_rspb_2010_1737
pubmed_primary_20961905
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2011-05-07
PublicationDateYYYYMMDD 2011-05-07
PublicationDate_xml – month: 05
  year: 2011
  text: 2011-05-07
  day: 07
PublicationDecade 2010
PublicationPlace England
PublicationPlace_xml – name: England
PublicationTitle Proceedings of the Royal Society B : Biological Sciences
PublicationTitleAbbrev Proc. R. Soc. B
PublicationTitleAlternate Proc. R. Soc. B
PublicationYear 2011
Publisher The Royal Society
Publisher_xml – name: The Royal Society
References e_1_3_2_26_2
e_1_3_2_49_2
e_1_3_2_41_2
e_1_3_2_20_2
e_1_3_2_43_2
e_1_3_2_22_2
e_1_3_2_45_2
e_1_3_2_24_2
e_1_3_2_47_2
Stevens S. S. (e_1_3_2_28_2) 1953; 118
e_1_3_2_9_2
e_1_3_2_16_2
e_1_3_2_37_2
e_1_3_2_7_2
e_1_3_2_18_2
e_1_3_2_39_2
e_1_3_2_54_2
e_1_3_2_10_2
e_1_3_2_31_2
e_1_3_2_52_2
e_1_3_2_5_2
e_1_3_2_12_2
e_1_3_2_33_2
e_1_3_2_3_2
e_1_3_2_14_2
e_1_3_2_35_2
e_1_3_2_50_2
e_1_3_2_27_2
e_1_3_2_48_2
e_1_3_2_29_2
e_1_3_2_40_2
e_1_3_2_21_2
e_1_3_2_42_2
e_1_3_2_23_2
e_1_3_2_44_2
e_1_3_2_25_2
e_1_3_2_46_2
e_1_3_2_38_2
e_1_3_2_8_2
e_1_3_2_17_2
e_1_3_2_6_2
e_1_3_2_19_2
e_1_3_2_30_2
e_1_3_2_53_2
e_1_3_2_32_2
e_1_3_2_51_2
e_1_3_2_11_2
Sternberg S. (e_1_3_2_15_2) 1973
e_1_3_2_4_2
e_1_3_2_13_2
e_1_3_2_36_2
e_1_3_2_2_2
Levison E. (e_1_3_2_34_2) 1976; 16
19890383 - PLoS One. 2009;4(11):e7681
12842029 - Curr Biol. 2003 Jul 1;13(13):R519-21
9107055 - Proc Biol Sci. 1997 Mar 22;264(1380):393-9
13167072 - Proc R Soc Lond B Biol Sci. 1954 Mar 25;142(907):258-67
15195098 - Nat Neurosci. 2004 Jul;7(7):773-8
18183377 - Exp Brain Res. 2008 Apr;186(4):517-24
17585305 - Nat Rev Neurosci. 2007 Jul;8(7):522-35
4076371 - Exp Brain Res. 1985;60(3):492-500
8871234 - J Neurophysiol. 1996 Aug;76(2):1246-66
16135549 - J Neurophysiol. 2005 Dec;94(6):4038-50
16950162 - Neuron. 2006 Sep 7;51(5):651-9
17344377 - J Neurophysiol. 2007 May;97(5):3155-64
10412064 - Nat Neurosci. 1999 Aug;2(8):740-5
3668625 - J Neurosci. 1987 Oct;7(10):3215-29
18055112 - Neurosci Lett. 2008 Jan 10;430(2):130-4
18726589 - Exp Brain Res. 2008 Dec;191(4):473-85
4183560 - Electroencephalogr Clin Neurophysiol. 1969 Apr;26(4):395-8
23130010 - Front Psychol. 2012 Nov 02;3:470
16028031 - Exp Brain Res. 2005 Oct;166(3-4):465-73
12233765 - Proc Biol Sci. 2000 Sep 7;267(1454):1705-10
5789439 - Science. 1969 Jul 25;165(3891):413-5
19686064 - Neural Comput. 2009 Dec;21(12):3271-304
20584179 - Eur J Neurosci. 2010 May;31(10):1755-62
960603 - Vision Res. 1976;16(7):779-81
8506653 - Vision Res. 1993 May;33(8):1133-49
15561498 - Brain Res Cogn Brain Res. 2004 Dec;22(1):32-5
17431598 - Exp Brain Res. 2007 Jul;181(1):173-81
20053098 - J Vis. 2009;9(12):7.1-16
19458252 - Proc Natl Acad Sci U S A. 2009 Jun 9;106(23):9169-73
3671048 - Percept Psychophys. 1987 Sep;42(3):224-39
17997633 - J Vis. 2007;7(13):5.1-8
750977 - Percept Psychophys. 1978 Oct;24(4):305-14
5931462 - Science. 1966 May 20;152(3725):1099-101
411682 - Exp Neurol. 1977 Dec;57(3):849-72
11896397 - Nat Neurosci. 2002 Apr;5(4):382-5
18236035 - Exp Brain Res. 2008 Feb;185(2):347-52
5547374 - Psychol Rev. 1971 Mar;78(2):114-21
16617339 - Nat Neurosci. 2006 May;9(5):690-6
11252775 - Nat Rev Neurosci. 2000 Nov;1(2):125-32
17598092 - Exp Brain Res. 2007 Oct;182(4):559-65
18303574 - Neuroreport. 2008 Feb 12;19(3):319-22
15195097 - Nat Neurosci. 2004 Jul;7(7):764-72
16760916 - Nat Rev Neurosci. 2006 May;7(5):358-66
8248166 - Proc Natl Acad Sci U S A. 1993 Nov 15;90(22):10749-53
18609410 - Q J Exp Psychol (Hove). 2009 Mar;62(3):453-69
18809493 - Curr Opin Neurobiol. 2008 Aug;18(4):431-7
References_xml – ident: e_1_3_2_39_2
  doi: 10.3758/BF03215821
– start-page: 629
  volume-title: Attention and performance IV
  year: 1973
  ident: e_1_3_2_15_2
– ident: e_1_3_2_37_2
  doi: 10.1073/pnas.90.22.10749
– ident: e_1_3_2_36_2
  doi: 10.1038/nn1267
– ident: e_1_3_2_54_2
  doi: 10.1016/0042-6989(93)90248-U
– ident: e_1_3_2_51_2
  doi: 10.1152/jn.00086.2007
– ident: e_1_3_2_9_2
  doi: 10.1167/7.13.5
– ident: e_1_3_2_29_2
  doi: 10.1038/nn1691
– ident: e_1_3_2_31_2
  doi: 10.1007/978-1-4899-4541-9
– ident: e_1_3_2_46_2
  doi: 10.1097/WNR.0b013e3282f4f039
– ident: e_1_3_2_4_2
  doi: 10.1038/nn1268
– ident: e_1_3_2_13_2
  doi: 10.1016/j.cogbrainres.2004.07.003
– ident: e_1_3_2_8_2
  doi: 10.1111/j.1460-9568.2010.07194.x
– ident: e_1_3_2_30_2
  doi: 10.1162/neco.2009.09-08-869
– ident: e_1_3_2_3_2
  doi: 10.1016/S0960-9822(03)00445-7
– ident: e_1_3_2_40_2
  doi: 10.3758/BF03204247
– ident: e_1_3_2_42_2
  doi: 10.1016/0013-4694(69)90089-3
– volume: 118
  start-page: 576
  year: 1953
  ident: e_1_3_2_28_2
  article-title: On the brightness of lights and loudness of sounds
  publication-title: Science
– ident: e_1_3_2_16_2
  doi: 10.1126/science.165.3891.413
– ident: e_1_3_2_47_2
  doi: 10.1038/nn827
– ident: e_1_3_2_53_2
  doi: 10.1098/rspb.2000.1198
– ident: e_1_3_2_48_2
  doi: 10.1016/j.neuron.2006.08.006
– ident: e_1_3_2_2_2
  doi: 10.1007/BF00236934
– ident: e_1_3_2_32_2
  doi: 10.1167/9.8.2
– ident: e_1_3_2_25_2
  doi: 10.1038/nrn1888
– ident: e_1_3_2_45_2
  doi: 10.1152/jn.1996.76.2.1246
– ident: e_1_3_2_10_2
  doi: 10.1007/s00221-007-1012-2
– ident: e_1_3_2_38_2
  doi: 10.1038/11205
– ident: e_1_3_2_41_2
  doi: 10.1038/nrn2155
– ident: e_1_3_2_23_2
  doi: 10.1167/9.12.7
– ident: e_1_3_2_24_2
  doi: 10.1038/35039062
– ident: e_1_3_2_6_2
  doi: 10.1007/s00221-005-2386-7
– ident: e_1_3_2_18_2
  doi: 10.1098/rspb.1954.0025
– ident: e_1_3_2_26_2
  doi: 10.1016/j.conb.2008.09.004
– ident: e_1_3_2_7_2
  doi: 10.1007/s00221-007-1253-0
– ident: e_1_3_2_22_2
  doi: 10.1073/pnas.0810486106
– ident: e_1_3_2_5_2
  doi: 10.1007/s00221-008-1282-3
– ident: e_1_3_2_14_2
  doi: 10.3758/BF03203074
– ident: e_1_3_2_44_2
  doi: 10.1523/JNEUROSCI.07-10-03215.1987
– ident: e_1_3_2_33_2
  doi: 10.1037/h0059826
– ident: e_1_3_2_50_2
  doi: 10.1371/journal.pone.0007681
– ident: e_1_3_2_52_2
  doi: 10.1037/h0030639
– ident: e_1_3_2_12_2
  doi: 10.1007/s00221-007-0918-z
– ident: e_1_3_2_21_2
  doi: 10.1037/h0059216
– ident: e_1_3_2_35_2
  doi: 10.1152/jn.00571.2004
– ident: e_1_3_2_49_2
  doi: 10.1080/17470210801985235
– ident: e_1_3_2_17_2
  doi: 10.1126/science.152.3725.1099
– ident: e_1_3_2_43_2
  doi: 10.1016/0014-4886(77)90112-1
– ident: e_1_3_2_27_2
  doi: 10.1007/s00221-008-1543-1
– ident: e_1_3_2_20_2
  doi: 10.1098/rspb.1997.0056
– ident: e_1_3_2_19_2
  doi: 10.1037/10867-000
– volume: 16
  start-page: 770
  year: 1976
  ident: e_1_3_2_34_2
  article-title: Adaptation alters perceived direction of motion
  publication-title: Vision Res.
– ident: e_1_3_2_11_2
  doi: 10.1016/j.neulet.2007.10.044
– reference: 960603 - Vision Res. 1976;16(7):779-81
– reference: 15195098 - Nat Neurosci. 2004 Jul;7(7):773-8
– reference: 12233765 - Proc Biol Sci. 2000 Sep 7;267(1454):1705-10
– reference: 3671048 - Percept Psychophys. 1987 Sep;42(3):224-39
– reference: 5789439 - Science. 1969 Jul 25;165(3891):413-5
– reference: 3668625 - J Neurosci. 1987 Oct;7(10):3215-29
– reference: 18055112 - Neurosci Lett. 2008 Jan 10;430(2):130-4
– reference: 20584179 - Eur J Neurosci. 2010 May;31(10):1755-62
– reference: 19458252 - Proc Natl Acad Sci U S A. 2009 Jun 9;106(23):9169-73
– reference: 18809493 - Curr Opin Neurobiol. 2008 Aug;18(4):431-7
– reference: 5931462 - Science. 1966 May 20;152(3725):1099-101
– reference: 16617339 - Nat Neurosci. 2006 May;9(5):690-6
– reference: 11252775 - Nat Rev Neurosci. 2000 Nov;1(2):125-32
– reference: 20053098 - J Vis. 2009;9(12):7.1-16
– reference: 17585305 - Nat Rev Neurosci. 2007 Jul;8(7):522-35
– reference: 16028031 - Exp Brain Res. 2005 Oct;166(3-4):465-73
– reference: 17997633 - J Vis. 2007;7(13):5.1-8
– reference: 17431598 - Exp Brain Res. 2007 Jul;181(1):173-81
– reference: 4183560 - Electroencephalogr Clin Neurophysiol. 1969 Apr;26(4):395-8
– reference: 15561498 - Brain Res Cogn Brain Res. 2004 Dec;22(1):32-5
– reference: 8506653 - Vision Res. 1993 May;33(8):1133-49
– reference: 17598092 - Exp Brain Res. 2007 Oct;182(4):559-65
– reference: 16135549 - J Neurophysiol. 2005 Dec;94(6):4038-50
– reference: 18609410 - Q J Exp Psychol (Hove). 2009 Mar;62(3):453-69
– reference: 15195097 - Nat Neurosci. 2004 Jul;7(7):764-72
– reference: 19686064 - Neural Comput. 2009 Dec;21(12):3271-304
– reference: 5547374 - Psychol Rev. 1971 Mar;78(2):114-21
– reference: 16760916 - Nat Rev Neurosci. 2006 May;7(5):358-66
– reference: 18236035 - Exp Brain Res. 2008 Feb;185(2):347-52
– reference: 10412064 - Nat Neurosci. 1999 Aug;2(8):740-5
– reference: 23130010 - Front Psychol. 2012 Nov 02;3:470
– reference: 411682 - Exp Neurol. 1977 Dec;57(3):849-72
– reference: 8871234 - J Neurophysiol. 1996 Aug;76(2):1246-66
– reference: 11896397 - Nat Neurosci. 2002 Apr;5(4):382-5
– reference: 16950162 - Neuron. 2006 Sep 7;51(5):651-9
– reference: 750977 - Percept Psychophys. 1978 Oct;24(4):305-14
– reference: 8248166 - Proc Natl Acad Sci U S A. 1993 Nov 15;90(22):10749-53
– reference: 18183377 - Exp Brain Res. 2008 Apr;186(4):517-24
– reference: 4076371 - Exp Brain Res. 1985;60(3):492-500
– reference: 19890383 - PLoS One. 2009;4(11):e7681
– reference: 12842029 - Curr Biol. 2003 Jul 1;13(13):R519-21
– reference: 18303574 - Neuroreport. 2008 Feb 12;19(3):319-22
– reference: 13167072 - Proc R Soc Lond B Biol Sci. 1954 Mar 25;142(907):258-67
– reference: 9107055 - Proc Biol Sci. 1997 Mar 22;264(1380):393-9
– reference: 17344377 - J Neurophysiol. 2007 May;97(5):3155-64
– reference: 18726589 - Exp Brain Res. 2008 Dec;191(4):473-85
SSID ssj0009585
Score 2.2816632
Snippet The relative timing of auditory and visual stimuli is a critical cue for determining whether sensory signals relate to a common source and for making...
SourceID unpaywall
pubmedcentral
proquest
pubmed
crossref
royalsociety
jstor
istex
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 1314
SubjectTerms Adaptation, Physiological
Algorithms
Audiovisuals
Auditory Perception
Auditory-Visual Timing
Behavioral neuroscience
Brain - physiology
Estimation bias
Humans
Mental stimulation
Models, Neurological
Multisensory
Neurons
Neurons - physiology
Population Coding
Simultaneity
Time perception
Visual Perception
Visual stimulation
Title Asynchrony adaptation reveals neural population code for audio-visual timing
URI https://api.istex.fr/ark:/67375/V84-8LRT4RQP-C/fulltext.pdf
https://www.jstor.org/stable/41148955
https://royalsocietypublishing.org/doi/full/10.1098/rspb.2010.1737
https://www.ncbi.nlm.nih.gov/pubmed/20961905
https://www.proquest.com/docview/858775941
https://www.proquest.com/docview/907155737
https://pubmed.ncbi.nlm.nih.gov/PMC3061136
http://rspb.royalsocietypublishing.org/content/278/1710/1314
UnpaywallVersion submittedVersion
Volume 278
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1471-2945
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0009585
  issn: 1471-2954
  databaseCode: KQ8
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1471-2945
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0009585
  issn: 1471-2954
  databaseCode: KQ8
  dateStart: 19050422
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVBFR
  databaseName: Free Medical Journals
  customDbUrl:
  eissn: 1471-2945
  dateEnd: 20241105
  omitProxy: true
  ssIdentifier: ssj0009585
  issn: 1471-2954
  databaseCode: DIK
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: http://www.freemedicaljournals.com
  providerName: Flying Publisher
– providerCode: PRVFQY
  databaseName: GFMER Free Medical Journals
  customDbUrl:
  eissn: 1471-2945
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0009585
  issn: 1471-2954
  databaseCode: GX1
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVAQN
  databaseName: PubMed Central
  customDbUrl:
  eissn: 1471-2945
  dateEnd: 20241105
  omitProxy: true
  ssIdentifier: ssj0009585
  issn: 1471-2954
  databaseCode: RPM
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/
  providerName: National Library of Medicine
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwED9NrRDwAGwwFj6mPCAYElmbxnbsx2piGjCmIVE0HpDlfHirVqXVkgDlr-cuX-rEKhDPOTnR-efzXXz-_QBeKIs4UAGu71QwItWWnpEy9rgdKiti34QJXU7-eCKOJuz9GT_bgFZWEWs50orCwjmvmxYX3c-Y6lif-rcxGA9GoRz4uDkO_IBUrPuCYybeg_7k5HT8taLXE7jQWSW442P89eg4q-NslPV7qr4uPyQJ9JU9qU_u_dm2J96UeN7QP7n6yXfhdpktzPKHmc1W9qrD-_CtvfFTt6hc7pdFtB__-pMA8r_c8ADuNUmsO65RtwkbabYFt2pZy-UWbDYBI3f3Glbr1w_heJwvs5ioeJeuScyibgFwiUEK3-8SryYOuej0xFy6bO9iSu2aMpnOve_TvESDglTIzh_B5PDt54Mjr5Fy8GKu_MLj3DCVcBEFPBImjqxKhbHKhiaKmfVTzCNsEgtfRkJiWEmYVTzF3CKxRhrFTLANvWyepTvgjkQgMCgbhBXHKG9VIlgk7JAnI9x34tABr51MHTc85yS3MdP1ebvU5F1Nk69p8h141dkvaoaPtZYvK2x0ZubqkvriQq6_SKblMfUJfzrVBw5sV-DpDBlVnYpzB9wWTRqXMZ3NmCydl7mWXIYhV8xfb6IwG-S8-o7HNf668Uck3KOGOH54DZmdAZGIX3-STS8qMnEsGUnWx4E3q3jTTSTL17pir8P4X7z25N9Nn8Kd-pc994bhM-gVV2X6HHO-ItrFaufdh91mgf8GLB9YdQ
linkProvider Unpaywall
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwED9NrRDwAGwwCF_KA4IhkbVpbMd-rCamCY1pSBSNB2Q5H4ZqVRotyUb567nLlzqxCsRzTrZ1_vl8js-_H8ArZREHKsD1nQpGpNrSM1LGHrdjZUXsmzChx8kfT8TRjH0442db0Mkq4lmOtKLw4Fw0RYt5_zOmvtan-m0MxqNJKEc-bo4jPyAV66HgmIkPYDg7OZ1-ren1BC50Vgvu-Bh_PbrO6jkbZdNPXdflhySBvrYnDcm9P7vyxJsSzxvqJ9eHfBduV1luVldmsVjbqw7vw7fuxU9TonK-X5XRfvzrTwLI_3LDA7jXJrHutEHdNmyl2Q7camQtVzuw3QaMwt1rWa3fPoTjabHKYqLiXbkmMXlTAuASgxT27xKvJjaZ93piLj22dzGldk2VzJfe5byo0KAkFbLvj2B2-P7zwZHXSjl4MVd-6XFumEq4iAIeCRNHVqXCWGVDE8XM-inmETaJhS8jITGsJMwqnmJukVgjjWIm2IVBtszSJ-BORCAwKBuEFccob1UiWCTsmCcT3Hfi0AGvm0wdtzznJLex0M19u9TkXU2Tr2nyHXjT2-cNw8dGy9c1Nnozc3FOdXEh118k0_KY6oQ_neoDB3Zr8PSGjE6dinMH3A5NGpcx3c2YLF1WhZZchiFXzN9sojAb5Lwex-MGf337ExLuUWNsP7yGzN6ASMSvf8nmP2oycTwykqyPA-_W8abbSFZsdMVej_G_eO3pv5s-gzvNL3vujcPnMCgvqvQF5nxl9LJd2r8BHwhXfA
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=Asynchrony+adaptation+reveals+neural+population+code+for+audio-visual+timing&rft.jtitle=Proceedings+of+the+Royal+Society.+B%2C+Biological+sciences&rft.au=Roach%2C+Neil+W&rft.au=Heron%2C+James&rft.au=Whitaker%2C+David&rft.au=McGraw%2C+Paul+V&rft.date=2011-05-07&rft.eissn=1471-2954&rft.volume=278&rft.issue=1710&rft.spage=1314&rft_id=info:doi/10.1098%2Frspb.2010.1737&rft_id=info%3Apmid%2F20961905&rft.externalDocID=20961905
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0962-8452&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0962-8452&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0962-8452&client=summon