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Neuroimage. 2016 Jan 1;124(Pt A):323-335. doi: 10.1016/j.neuroimage.2015.08.051. Epub 2015 Aug 29.

Predicting the integration of overlapping memories by decoding mnemonic processing states during learning.

Author information

1
Department of Psychology, New York University, United States. Electronic address: frr28@cam.ac.uk.
2
Department of Psychology, New York University, United States.
3
Department of Psychology, New York University, United States; Center for Neural Science, New York University, 10003 New York, NY, United States.

Abstract

The hippocampal memory system is thought to alternate between two opposing processing states: encoding and retrieval. When present experience overlaps with past experience, this creates a potential tradeoff between encoding the present and retrieving the past. This tradeoff may be resolved by memory integration-that is, by forming a mnemonic representation that links present experience with overlapping past experience. Here, we used fMRI decoding analyses to predict when - and establish how - past and present experiences become integrated in memory. In an initial experiment, we alternately instructed subjects to adopt encoding, retrieval or integration states during overlapping learning. We then trained across-subject pattern classifiers to 'read out' the instructed processing states from fMRI activity patterns. We show that an integration state was clearly dissociable from encoding or retrieval states. Moreover, trial-by-trial fluctuations in decoded evidence for an integration state during learning reliably predicted behavioral expressions of successful memory integration. Strikingly, the decoding algorithm also successfully predicted specific instances of spontaneous memory integration in an entirely independent sample of subjects for whom processing state instructions were not administered. Finally, we show that medial prefrontal cortex and hippocampus differentially contribute to encoding, retrieval, and integration states: whereas hippocampus signals the tradeoff between encoding vs. retrieval states, medial prefrontal cortex actively represents past experience in relation to new learning.

KEYWORDS:

Episodic memory; Hippocampus; Integration; MVPA; Medial prefrontal cortex; Reinstatement

PMID:
26327243
PMCID:
PMC4651766
DOI:
10.1016/j.neuroimage.2015.08.051
[Indexed for MEDLINE]
Free PMC Article

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