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Output details

11 - Computer Science and Informatics

University of Edinburgh

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Article title

Rapidly learned stimulus expectations alter perception of motion

Type
D - Journal article
Title of journal
Journal of Vision
Article number
2
Volume number
10
Issue number
8
First page of article
-
ISSN of journal
1534-7362
Year of publication
2010
Number of additional authors
2
Additional information

<28> Originality: Using a new statistical learning experimental protocol and modeling, we showed that human observers rapidly (i.e. in minutes) and implicitly develop expectations about visual features of the visual scene, which can powerfully influence their perception, in the form of biases and hallucinations.

Significance: Protocol was shown to be very useful for characterizing learning of expectations and whether/in which conditions humans are "Bayesian optimal". Now used in several follow-up experiments in healthy subjects and schizophrenia.

Rigour: Published in the best specialized journal in this field, Journal of Vision (impact factor 2.8). We have recently replicated the main results.

Interdisciplinary
Yes
Cross-referral requested
-
Research group
B - Institute for Adaptive & Neural Computation
Citation count
17
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-