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  Temporal structure in associative retrieval

Kurth-Nelson, Z., Barnes, g., Sejdinovic, D., Dolan, R., & Dayan, P. (2015). Temporal structure in associative retrieval. Poster presented at 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Edmonton, AB, Canada.

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Kurth-Nelson, Z, Author
Barnes, g, Author
Sejdinovic, D, Author
Dolan, R.1, Author           
Dayan, P1, Author           
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1External Organizations, ou_persistent22              

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 Abstract: Electrophysiological data disclose rich dynamics in patterns of neural activity evoked by sen-sory objects. Retrieving such objects from memory reinstates components of this activity. In humans thetemporal structure of this retrieved activity remains largely unexplored, and here we address this gap usingthe spatiotemporal precision of magnetoencephalography (MEG). In a sensory preconditioning paradigm,‘indirect’ objects were paired with ‘direct’ objects to form associative links, and the latter were then pairedwith rewards. Using multivariate analysis methods we examined the short-time evolution of neural repre-sentations of indirect objects retrieved during reward-learning about direct objects. We found two separatecomponents of the representation of the indirect stimulus appeared at distinct times during learning. Thestrength of retrieval of one, but not the other, representational component correlated with generalizationof reward learning from direct to indirect stimuli. We suggest decomposing the temporal structure withinretrieved neural representations may be key to understanding their function.

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 Dates: 2015-06
 Publication Status: Published online
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Title: 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015)
Place of Event: Edmonton, AB, Canada
Start-/End Date: 2015-06-07 - 2015-06-10

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Title: Reinforcement Learning and Decision Making 2015
Source Genre: Proceedings
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Pages: - Volume / Issue: - Sequence Number: T01 Start / End Page: 39 Identifier: -