» Articles » PMID: 23603707

Attention During Natural Vision Warps Semantic Representation Across the Human Brain

Overview
Journal Nat Neurosci
Date 2013 Apr 23
PMID 23603707
Citations 131
Authors
Affiliations
Soon will be listed here.
Abstract

Little is known about how attention changes the cortical representation of sensory information in humans. On the basis of neurophysiological evidence, we hypothesized that attention causes tuning changes to expand the representation of attended stimuli at the cost of unattended stimuli. To investigate this issue, we used functional magnetic resonance imaging to measure how semantic representation changed during visual search for different object categories in natural movies. We found that many voxels across occipito-temporal and fronto-parietal cortex shifted their tuning toward the attended category. These tuning shifts expanded the representation of the attended category and of semantically related, but unattended, categories, and compressed the representation of categories that were semantically dissimilar to the target. Attentional warping of semantic representation occurred even when the attended category was not present in the movie; thus, the effect was not a target-detection artifact. These results suggest that attention dynamically alters visual representation to optimize processing of behaviorally relevant objects during natural vision.

Citing Articles

Youth Generalized Anxiety and Brain Activation States During Socioemotional Processing.

Camacho M, Schwarzlose R, Perino M, Labonte A, Koirala S, Barch D JAMA Psychiatry. 2024; 82(3):264-273.

PMID: 39693064 PMC: 11883562. DOI: 10.1001/jamapsychiatry.2024.4105.


Attention modulates human visual responses to objects by tuning sharpening.

Doostani N, Hossein-Zadeh G, Cichy R, Vaziri-Pashkam M Elife. 2024; 12.

PMID: 39680431 PMC: 11649243. DOI: 10.7554/eLife.89836.


Behaviorally-relevant features of observed actions dominate cortical representational geometry in natural vision.

Han J, Chauhan V, Philip R, Taylor M, Jung H, Halchenko Y Res Sq. 2024; .

PMID: 39678333 PMC: 11643331. DOI: 10.21203/rs.3.rs-5478816/v1.


Multimodal prediction of the need of clozapine in treatment resistant schizophrenia; a pilot study in first-episode psychosis.

Panula J, Gotsopoulos A, Alho J, Suvisaari J, Lindgren M, Kieseppa T Biomark Neuropsychiatry. 2024; 11:None.

PMID: 39669516 PMC: 11636528. DOI: 10.1016/j.bionps.2024.100102.


Extending insights from LeDoux: using movies to study subjective, clinically meaningful experiences in neuroscience.

Kirk P, Pine D, Kircanski K Cereb Cortex. 2024; 35(1):58-64.

PMID: 39422490 PMC: 11712263. DOI: 10.1093/cercor/bhae422.


References
1.
Huth A, Nishimoto S, Vu A, Gallant J . A continuous semantic space describes the representation of thousands of object and action categories across the human brain. Neuron. 2012; 76(6):1210-24. PMC: 3556488. DOI: 10.1016/j.neuron.2012.10.014. View

2.
David S, Gallant J . Predicting neuronal responses during natural vision. Network. 2006; 16(2-3):239-60. DOI: 10.1080/09548980500464030. View

3.
Nishimoto S, Vu A, Naselaris T, Benjamini Y, Yu B, Gallant J . Reconstructing visual experiences from brain activity evoked by natural movies. Curr Biol. 2011; 21(19):1641-6. PMC: 3326357. DOI: 10.1016/j.cub.2011.08.031. View

4.
Mitchell T, Shinkareva S, Carlson A, Chang K, Malave V, Mason R . Predicting human brain activity associated with the meanings of nouns. Science. 2008; 320(5880):1191-5. DOI: 10.1126/science.1152876. View

5.
Carter C, Braver T, Barch D, Botvinick M, Noll D, Cohen J . Anterior cingulate cortex, error detection, and the online monitoring of performance. Science. 1998; 280(5364):747-9. DOI: 10.1126/science.280.5364.747. View