Output details
11 - Computer Science and Informatics
University of Plymouth
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Output 0 of 0 in the submission
Article title
A Single-Rate Context-Dependent Learning Process Underlies Rapid Adaptation to Familiar Object Dynamics
Type
D - Journal article
Title of journal
PLOS COMPUTATIONAL BIOLOGY
Article number
ARTN e1002196
Volume number
7
Issue number
9
First page of article
-
ISSN of journal
1553-734X
Year of publication
2011
Number of additional authors
3
Additional information
<24> This paper applies state-space models to dynamic learning in the presence of visual contextual cues. Here data from a visual object orientation task involving familiar objects dynamics was fit with a context -dependent state space model. This was the first paper to show that adaptation to such familiar objects dynamics are mediated by a single-rate process, which is in stark contrast to the dual-rate process engaged while learning novel dynamics. This work has led to further publications by Ingram and Wolpert in Cambridge, and Flanagan in Canada.
Interdisciplinary
Yes
Cross-referral requested
4 - Psychology, Psychiatry and Neuroscience
Research group
None
Citation count
3
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
