The Spatiotemporal Neural Dynamics of Intersensory Attention Capture of Salient Stimuli: A Large-Scale Auditory-Visual Modeling Study.
auditory object processing
auditory-visual interaction
computational modeling
fMRI
neural network
working memory
Journal
Frontiers in computational neuroscience
ISSN: 1662-5188
Titre abrégé: Front Comput Neurosci
Pays: Switzerland
ID NLM: 101477956
Informations de publication
Date de publication:
2022
2022
Historique:
received:
15
02
2022
accepted:
04
04
2022
entrez:
1
6
2022
pubmed:
2
6
2022
medline:
2
6
2022
Statut:
epublish
Résumé
The spatiotemporal dynamics of the neural mechanisms underlying endogenous (top-down) and exogenous (bottom-up) attention, and how attention is controlled or allocated in intersensory perception are not fully understood. We investigated these issues using a biologically realistic large-scale neural network model of visual-auditory object processing of short-term memory. We modeled and incorporated into our visual-auditory object-processing model the temporally changing neuronal mechanisms for the control of endogenous and exogenous attention. The model successfully performed various bimodal working memory tasks, and produced simulated behavioral and neural results that are consistent with experimental findings. Simulated fMRI data were generated that constitute predictions that human experiments could test. Furthermore, in our visual-auditory bimodality simulations, we found that increased working memory load in one modality would reduce the distraction from the other modality, and a possible network mediating this effect is proposed based on our model.
Identifiants
pubmed: 35645750
doi: 10.3389/fncom.2022.876652
pmc: PMC9133449
doi:
Types de publication
Journal Article
Langues
eng
Pagination
876652Informations de copyright
Copyright © 2022 Liu, Ulloa and Horwitz.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
J Neurosci. 2007 Feb 28;27(9):2349-56
pubmed: 17329432
Neural Netw. 2000 Oct-Nov;13(8-9):829-46
pubmed: 11156195
Exp Brain Res. 2005 Oct;166(3-4):559-71
pubmed: 16028028
Front Hum Neurosci. 2015 Apr 21;9:197
pubmed: 25954176
J Neurosci. 2021 Feb 17;41(7):1505-1515
pubmed: 33310755
Elife. 2022 Feb 24;11:
pubmed: 35200137
Cereb Cortex. 2009 Sep;19(9):2114-30
pubmed: 19150921
Nat Rev Neurosci. 2015 Jan;16(1):55-61
pubmed: 25406711
J Cogn Neurosci. 2008 Jul;20(7):1131-45
pubmed: 18284343
Nat Commun. 2017 Jun 01;8:15471
pubmed: 28569756
J Neurophysiol. 1993 Feb;69(2):367-83
pubmed: 8459273
Neuroimage. 2012 Sep;62(3):1643-57
pubmed: 22728151
Trends Cogn Sci. 2021 Mar;25(3):228-239
pubmed: 33397602
Trends Cogn Sci. 2005 Aug;9(8):374-80
pubmed: 16002324
Neuroimage. 2018 Oct 15;180(Pt A):101-109
pubmed: 28793238
Behav Brain Res. 2013 Feb 1;238:265-72
pubmed: 23084971
Exp Brain Res. 1998 Sep;122(2):139-48
pubmed: 9776512
Cereb Cortex. 2010 Apr;20(4):859-72
pubmed: 19648173
PLoS Biol. 2007 Mar;5(3):e56
pubmed: 17311472
Neuroimage. 2004 Oct;23(2):517-24
pubmed: 15488400
J Neurosci. 2013 Apr 17;33(16):7091-8
pubmed: 23595766
Hear Res. 2011 Jan;271(1-2):133-46
pubmed: 20116421
Brain Connect. 2016 Sep;6(7):558-71
pubmed: 27177981
Exp Neurol. 1982 Sep;77(3):679-94
pubmed: 7117470
Brain Res. 1985 Feb 18;327(1-2):331-5
pubmed: 3986511
Nature. 2015 May 28;521(7553):436-44
pubmed: 26017442
J Neurophysiol. 1990 Apr;63(4):814-31
pubmed: 2341879
J Neurosci. 2010 Jun 2;30(22):7604-12
pubmed: 20519535
Nat Rev Neurosci. 2021 Jan;22(1):55-67
pubmed: 33199854
Psychol Rev. 1956 Mar;63(2):81-97
pubmed: 13310704
Trends Cogn Sci. 2020 Jan;24(1):25-38
pubmed: 31727507
Proc Natl Acad Sci U S A. 2008 Aug 26;105(34):12569-74
pubmed: 18723676
Neuron. 2020 Sep 23;107(6):1048-1070
pubmed: 32970997
Front Syst Neurosci. 2012 Jan 06;5:102
pubmed: 22291621
Neuroinformatics. 2005;3(2):93-113
pubmed: 15988040
Proc Natl Acad Sci U S A. 1991 Mar 1;88(5):1621-5
pubmed: 2000370
Trends Cogn Sci. 1999 Mar;3(3):91-98
pubmed: 10322460
Am J Psychiatry. 2003 Jan;160(1):13-23
pubmed: 12505794
Neuroimage. 2006 Jun;31(2):774-89
pubmed: 16490366
Annu Rev Psychol. 2015 Jan 3;66:115-42
pubmed: 25251486
J Comp Neurol. 1994 Dec 22;350(4):497-533
pubmed: 7890828
Laryngoscope Investig Otolaryngol. 2017 Apr 12;2(4):147-156
pubmed: 28894834
Nat Rev Neurosci. 2010 Feb;11(2):127-38
pubmed: 20068583
Philos Trans A Math Phys Eng Sci. 2019 Sep 9;377(2153):20180132
pubmed: 31329065
Neuroimage. 2003 Aug;19(4):1273-302
pubmed: 12948688
Trends Cogn Sci. 2001 Aug 1;5(8):340-348
pubmed: 11477003
PLoS Biol. 2008 Jul 1;6(7):e159
pubmed: 18597554
PLoS Comput Biol. 2008 Aug 29;4(8):e1000092
pubmed: 18769680
Curr Opin Neurobiol. 1994 Apr;4(2):157-65
pubmed: 8038571
J Neurosci. 2005 Jul 6;25(27):6409-18
pubmed: 16000632
Exp Psychol. 2004;51(4):249-57
pubmed: 15620226
Trends Cogn Sci. 2018 May;22(5):365-367
pubmed: 29500078
Audiol Neurootol. 1998 Mar-Jun;3(2-3):86-103
pubmed: 9575379
Trends Cogn Sci. 2021 Apr;25(4):284-293
pubmed: 33551266
Curr Opin Neurobiol. 2001 Apr;11(2):188-93
pubmed: 11301238
Neuroimage. 2013 Oct 15;80:62-79
pubmed: 23684880
Sci Rep. 2018 Jul 13;8(1):10636
pubmed: 30006530
Neuroimage. 2010 Apr 1;50(2):826-36
pubmed: 19948227
Cereb Cortex. 1998 Jun;8(4):310-20
pubmed: 9651128
Annu Rev Neurosci. 2000;23:501-29
pubmed: 10845073
PLoS Comput Biol. 2015 Feb 19;11(2):e1004059
pubmed: 25695777
J Cogn Neurosci. 2012 Sep;24(9):1896-907
pubmed: 22640390
Nat Neurosci. 2019 Feb;22(2):297-306
pubmed: 30643294
Behav Brain Sci. 2001 Feb;24(1):87-114; discussion 114-85
pubmed: 11515286
Proc Natl Acad Sci U S A. 1996 Nov 26;93(24):13468-72
pubmed: 8942958
J Neurophysiol. 2004 Nov;92(5):2993-3013
pubmed: 15486426
Neuron. 2018 May 2;98(3):630-644.e16
pubmed: 29681533
Neuroimage. 2008 Aug 15;42(2):663-74
pubmed: 18583154
J Integr Neurosci. 2008 Dec;7(4):501-27
pubmed: 19132798
J Neurophysiol. 2005 Aug;94(2):1299-311
pubmed: 16061492
PLoS Comput Biol. 2007 Jun;3(6):e100
pubmed: 17542641
Curr Biol. 2014 Dec 1;24(23):2767-75
pubmed: 25456448
Cereb Cortex. 2002 Apr;12(4):339-48
pubmed: 11884349
Science. 2012 Nov 30;338(6111):1202-5
pubmed: 23197532
Brain Cogn. 2013 Jul;82(2):161-70
pubmed: 23665947
J Neurosci. 1996 Jul 15;16(14):4501-17
pubmed: 8699260
Proc Natl Acad Sci U S A. 2009 Jun 23;106(25):10302-7
pubmed: 19497858
Biophys J. 1972 Jan;12(1):1-24
pubmed: 4332108
Proc Natl Acad Sci U S A. 2005 Jun 28;102(26):9359-64
pubmed: 15967995
Philos Trans R Soc Lond B Biol Sci. 2016 Oct 5;371(1705):
pubmed: 27574316
J Neurosci. 2010 Sep 29;30(39):13021-30
pubmed: 20881120
Philos Trans R Soc Lond B Biol Sci. 2005 May 29;360(1457):1093-108
pubmed: 16087450
Exp Brain Res. 1993;94(1):65-87
pubmed: 8335076
Front Neuroinform. 2013 Jun 11;7:10
pubmed: 23781198
Cogn Neuropsychol. 2003 May 1;20(3):451-86
pubmed: 20957580
Trends Neurosci. 2017 Jun;40(6):328-346
pubmed: 28515011
Nat Neurosci. 2019 Feb;22(2):275-283
pubmed: 30664767
Acta Otolaryngol Suppl. 1997;532:34-8
pubmed: 9442842
Cortex. 2016 Jan;74:277-88
pubmed: 26716405
Arch Ital Biol. 2010 Sep;148(3):189-205
pubmed: 21175008
Science. 2003 Nov 14;302(5648):1181-5
pubmed: 14615530
Science. 1966 Aug 5;153(3736):652-4
pubmed: 5939936
Neuroscientist. 2018 Dec;24(6):609-626
pubmed: 29424265
Nat Commun. 2020 Feb 26;11(1):1051
pubmed: 32103014
Top Cogn Sci. 2019 Jan;11(1):119-135
pubmed: 29131512
J Exp Psychol Hum Percept Perform. 1990 Feb;16(1):121-34
pubmed: 2137514
Brain Struct Funct. 2010 Jun;214(5-6):655-67
pubmed: 20512370
Am Sci. 1969 Winter;57(4):421-57
pubmed: 5360276
Annu Rev Neurosci. 2000;23:315-41
pubmed: 10845067
Nat Rev Neurosci. 2018 Sep;19(9):566-578
pubmed: 30002509
Q J Exp Psychol A. 1986 Nov;38(4):527-33
pubmed: 3809574
J Comp Neurol. 2013 Oct 15;521(15):3371-88
pubmed: 23749500
Neuroimage. 2007 Nov 15;38(3):387-401
pubmed: 17884583
Sci Rep. 2016 Jun 10;6:27755
pubmed: 27282108
Hum Brain Mapp. 1999;8(2-3):137-42
pubmed: 10524605
Nat Neurosci. 2014 Mar;17(3):347-56
pubmed: 24569831
Nat Rev Neurosci. 2004 Nov;5(11):887-92
pubmed: 15496866
PLoS Comput Biol. 2016 Feb 29;12(2):e1004792
pubmed: 26928718
Nat Neurosci. 1999 Dec;2(12):1045-7
pubmed: 10570476
Neuron. 2015 Oct 7;88(1):33-46
pubmed: 26447571
Front Neuroinform. 2016 Aug 03;10:32
pubmed: 27536235
Nat Rev Neurosci. 2021 Aug;22(8):488-502
pubmed: 34183826
Neuron. 2015 Nov 18;88(4):832-44
pubmed: 26526392
Neuroimage. 2004 Apr;21(4):1701-20
pubmed: 15050592
Eur J Neurosci. 2003 Mar;17(5):1119-22
pubmed: 12653989
Hum Brain Mapp. 2020 Mar;41(4):928-942
pubmed: 31692192
J Cogn Neurosci. 2017 Nov;29(11):1860-1876
pubmed: 28686137
Cereb Cortex. 2001 Dec;11(12):1110-23
pubmed: 11709482
Nat Neurosci. 2019 Jul;22(7):1159-1167
pubmed: 31182866