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

Franziska R. Richter, Avi J H Chanales, Brice A. Kuhl

Research output: Contribution to journalArticle

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.

Original languageEnglish (US)
Article number12532
Pages (from-to)323-335
Number of pages13
JournalNeuroImage
Volume124
DOIs
StatePublished - Jan 1 2016

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Learning
Prefrontal Cortex
Hippocampus
Magnetic Resonance Imaging

Keywords

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

ASJC Scopus subject areas

  • Cognitive Neuroscience
  • Neurology

Cite this

Predicting the integration of overlapping memories by decoding mnemonic processing states during learning. / Richter, Franziska R.; Chanales, Avi J H; Kuhl, Brice A.

In: NeuroImage, Vol. 124, 12532, 01.01.2016, p. 323-335.

Research output: Contribution to journalArticle

Richter, Franziska R. ; Chanales, Avi J H ; Kuhl, Brice A. / Predicting the integration of overlapping memories by decoding mnemonic processing states during learning. In: NeuroImage. 2016 ; Vol. 124. pp. 323-335.
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