One bad apple spoils the whole bushel: The neural basis of outlier processing
How are outliers in an otherwise homogeneous object ensemble represented by our visual system? Are outliers ignored because they are the minority? Or do outliers alter our perception of an otherwise homogeneous ensemble? We have previously demonstrated ensemble representation in human anterior-media...
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| Format: | Article |
| Language: | English |
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Elsevier
2020-05-01
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| Series: | NeuroImage |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S1053811920301166 |
| _version_ | 1828860986483802112 |
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| author | Jonathan S. Cant Yaoda Xu |
| author_facet | Jonathan S. Cant Yaoda Xu |
| author_sort | Jonathan S. Cant |
| collection | DOAJ |
| description | How are outliers in an otherwise homogeneous object ensemble represented by our visual system? Are outliers ignored because they are the minority? Or do outliers alter our perception of an otherwise homogeneous ensemble? We have previously demonstrated ensemble representation in human anterior-medial ventral visual cortex (overlapping the scene-selective parahippocampal place area; PPA). In this study we investigated how outliers impact object-ensemble representation in this human brain region as well as visual representation throughout posterior brain regions. We presented a homogeneous ensemble followed by an ensemble containing either identical elements or a majority of identical elements with a few outliers. Human participants ignored the outliers and made a same/different judgment between the two ensembles. In PPA, fMRI adaptation was observed when the outliers in the second ensemble matched the items in the first, even though the majority of the elements in the second ensemble were distinct from those in the first; conversely, release from fMRI adaptation was observed when the outliers in the second ensemble were distinct from the items in the first, even though the majority of the elements in the second ensemble were identical to those in the first. A similarly robust outlier effect was also found in other brain regions, including a shape-processing region in lateral occipital cortex (LO) and task-processing fronto-parietal regions. These brain regions likely work in concert to flag the presence of outliers during visual perception and then weigh the outliers appropriately in subsequent behavioral decisions. To our knowledge, this is the first time the neural mechanisms involved in outlier processing have been systematically documented in the human brain. Such an outlier effect could well provide the neural basis mediating our perceptual experience in situations like “one bad apple spoils the whole bushel”. |
| first_indexed | 2024-12-13T02:51:20Z |
| format | Article |
| id | doaj.art-4488d3aadb894c81a8a810cf5c3e7b5c |
| institution | Directory Open Access Journal |
| issn | 1095-9572 |
| language | English |
| last_indexed | 2024-12-13T02:51:20Z |
| publishDate | 2020-05-01 |
| publisher | Elsevier |
| record_format | Article |
| series | NeuroImage |
| spelling | doaj.art-4488d3aadb894c81a8a810cf5c3e7b5c2022-12-22T00:02:04ZengElsevierNeuroImage1095-95722020-05-01211116629One bad apple spoils the whole bushel: The neural basis of outlier processingJonathan S. Cant0Yaoda Xu1Department of Psychology, University of Toronto Scarborough, Toronto, ON, M1C 1A4, Canada; Corresponding author. 1265 Military Trail, Science Wing Room 411, Toronto, ON, M1C 1A4, Canada.Department of Psychology, Yale University, New Haven, CT, 06477, USAHow are outliers in an otherwise homogeneous object ensemble represented by our visual system? Are outliers ignored because they are the minority? Or do outliers alter our perception of an otherwise homogeneous ensemble? We have previously demonstrated ensemble representation in human anterior-medial ventral visual cortex (overlapping the scene-selective parahippocampal place area; PPA). In this study we investigated how outliers impact object-ensemble representation in this human brain region as well as visual representation throughout posterior brain regions. We presented a homogeneous ensemble followed by an ensemble containing either identical elements or a majority of identical elements with a few outliers. Human participants ignored the outliers and made a same/different judgment between the two ensembles. In PPA, fMRI adaptation was observed when the outliers in the second ensemble matched the items in the first, even though the majority of the elements in the second ensemble were distinct from those in the first; conversely, release from fMRI adaptation was observed when the outliers in the second ensemble were distinct from the items in the first, even though the majority of the elements in the second ensemble were identical to those in the first. A similarly robust outlier effect was also found in other brain regions, including a shape-processing region in lateral occipital cortex (LO) and task-processing fronto-parietal regions. These brain regions likely work in concert to flag the presence of outliers during visual perception and then weigh the outliers appropriately in subsequent behavioral decisions. To our knowledge, this is the first time the neural mechanisms involved in outlier processing have been systematically documented in the human brain. Such an outlier effect could well provide the neural basis mediating our perceptual experience in situations like “one bad apple spoils the whole bushel”.http://www.sciencedirect.com/science/article/pii/S1053811920301166Object-ensemble perceptionOutlier perceptionScene perceptionfMRIVentral visual stream |
| spellingShingle | Jonathan S. Cant Yaoda Xu One bad apple spoils the whole bushel: The neural basis of outlier processing NeuroImage Object-ensemble perception Outlier perception Scene perception fMRI Ventral visual stream |
| title | One bad apple spoils the whole bushel: The neural basis of outlier processing |
| title_full | One bad apple spoils the whole bushel: The neural basis of outlier processing |
| title_fullStr | One bad apple spoils the whole bushel: The neural basis of outlier processing |
| title_full_unstemmed | One bad apple spoils the whole bushel: The neural basis of outlier processing |
| title_short | One bad apple spoils the whole bushel: The neural basis of outlier processing |
| title_sort | one bad apple spoils the whole bushel the neural basis of outlier processing |
| topic | Object-ensemble perception Outlier perception Scene perception fMRI Ventral visual stream |
| url | http://www.sciencedirect.com/science/article/pii/S1053811920301166 |
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