Neural differentiation of incorrectly predicted memories

Journal of Neuroscience

Volumn 37, Issue 8, 2017, Pages 2022-2031

  Kim, Ghootae ^a   Norman, Kenneth A ^a   Turk Browne, Nicholas B ^a  

^a PRINCETON UNIVERSITY   (United States)

Author keywords

Episodic memory; FMRI; Neural network

Indexed keywords

ADULT; ARTICLE; BOLD SIGNAL; EPISODIC MEMORY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HIPPOCAMPUS; HUMAN; HUMAN EXPERIMENT; LEARNING; MALE; MEMORY TEST; NERVE CELL DIFFERENTIATION; NERVE CELL NETWORK; OCCIPITAL LOBE; PRIORITY JOURNAL; TEMPORAL LOBE; VISUAL STIMULATION; BIOLOGICAL MODEL; BLOOD; BRAIN MAPPING; DIAGNOSTIC IMAGING; IMAGE PROCESSING; MEMORY; NEUROPSYCHOLOGICAL TEST; NUCLEAR MAGNETIC RESONANCE IMAGING; PHOTOSTIMULATION; PHYSIOLOGY; REACTION TIME; YOUNG ADULT;

OXYGEN;

ASSOCIATION LEARNING; BRAIN MAPPING; FEMALE; HIPPOCAMPUS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MEMORY; MODELS, NEUROLOGICAL; NERVE NET; NEUROPSYCHOLOGICAL TESTS; OXYGEN; PHOTIC STIMULATION; REACTION TIME; YOUNG ADULT;

EID: 85013630206     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.3272-16.2017     Document Type: Article

References (28)

1. Aly M, Turk-Browne NB (2016) Attention stabilizes representations in the human hippocampus. Cereb Cortex 26:783–796. CrossRef Medline
2. Aly M, Turk-Browne NB (2016) Attention promotes episodic encoding by stabilizing hippocampal representations. Proc Natl Acad Sci U S A 113: E420–E429. CrossRef Medline
3. Andersson JL, Jenkinson M, and Smith S (2007) Non-linear registration, aka spatial normalisation. Technical Report TR07JA2, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain, Department of Clinical Neurology. Oxford: OUP.
4. Carr VA, Rissman J, Wagner AD (2010) Imaging the human medial temporal lobe with high-resolution fMRI. Neuron 65:298–308. CrossRef Medline
5. Coutanche MN (2013) Distinguishing multi-voxel patterns and mean activation: why, how, and what does it tell us? Cogn Affect Behav Neurosci 13:667–673. CrossRef Medline
6. Davachi L (2006) Item, context and relational episodic encoding in humans. Curr Opin Neurobiol 16:693–700. CrossRef Medline
7. Davis T, Poldrack RA (2013) Measuring neural representations with fMRI: practices and pitfalls. Ann N Y Acad Sci 1296:108–134. CrossRef Medline
8. Davis T, LaRocque KF, Mumford JA, Norman KA, Wagner AD, Poldrack RA (2014) What do differences between multi-voxel and univariate analysis mean? How subject-, voxel-, and trial-level variance impact fMRI analysis. Neuroimage 97:271–283. CrossRef Medline
9. Detre GJ, Natarajan A, Gershman SJ, Norman KA (2013) Moderate levels of activation lead to forgetting in the think/no-think paradigm. Neuropsychologia 51:2371–2388. CrossRef Medline
10. Duvernoy, H. M (2005) The human hippocampus: functional anatomy, vascularization and serial sections with MRI. New York: Springer.
11. Favila SE, Chanales AJ, Kuhl BA (2016) Experience-dependent hippocampal pattern differentiation prevents interference during subsequent learning. Nat Commun 7:11066. CrossRef Medline
12. Hindy NC, Ng FY, Turk-Browne NB (2016) Linking pattern completion in the hippocampus to predictive coding in visual cortex. Nat Neurosci 19: 665–667. CrossRef Medline
13. Hulbert JC, Norman KA (2015) Neural differentiation tracks improved recall of competing memories following interleaved study and retrieval practice. Cereb Cortex 25:3994–4008. CrossRef Medline
14. Kim G, Lewis-Peacock JA, Norman KA, Turk-Browne NB (2014) Pruning of memories by context-based prediction error. Proc Natl Acad Sci U S A 111:8997–9002. CrossRef Medline
15. LaRocque KF, Smith ME, Carr VA, Witthoft N, Grill-Spector K, Wagner AD (2013) Global similarity and pattern separation in the human medial temporal lobe predict subsequent memory. J Neurosci 33:5466–5474. CrossRef Medline
16. Merlo E, Milton AL, Everitt BJ (2015) Enhancing cognition by affecting memory reconsolidation. Curr Opin Behav Sci 4:41–47. CrossRef
17. Newman EL, Norman KA (2010) Moderate excitation leads to weakening of perceptual representations. Cereb Cortex 20:2760–2770. CrossRef Medline
18. Norman KA (2010) How hippocampus and cortex contribute to recognition memory: revisiting the complementary learning systems model. Hippocampus 20:1217–1227. CrossRef Medline
19. Norman KA, O’Reilly RC (2003) Modeling hippocampal and neocortical contributions to recognition memory: a complementary-learning-systems approach. Psychol Rev 110:611–646. CrossRef Medline
20. Norman KA, Newman EL, Perotte AJ (2005) Methods for reducing interference in the complementary learning systems model: oscillating inhibition and autonomous memory rehearsal. Neural Netw 18:1212–1228. CrossRef Medline
21. Norman KA, Newman E, Detre G, Polyn S (2006) How inhibitory oscillations can train neural networks and punish competitors. Neural Comput 18:1577–1610. CrossRef Medline
22. Norman KA, Newman EL, Detre G (2007) A neural network model of retrieval-induced forgetting. Psychol Rev 114:887–953. CrossRef Medline
23. Poppenk J, Norman KA (2014) Briefly cuing memories leads to suppression of their neural representations. J Neurosci 34:8010–8020. CrossRef Medline
24. Schapiro AC, Kustner LV, Turk-Browne NB (2012) Shaping of object representations in the human medial temporal lobe based on temporal regularities. Curr Biol: CB 22:1622–1627. CrossRef Medline
25. Schapiro, A. C., Turk-Browne, N. B., Botvinick, M. M., and Norman, K. A (2016) Complementary learning systems within the hippocampus: a neural network modeling approach to reconciling episodic memory with statistical learning. Philos Trans R Soc. In press.
26. Schlichting ML, Mumford JA, Preston AR (2015) Learning-related representational changes reveal dissociable integration and separation signatures in the hippocampus and prefrontal cortex. Nat Commun 6:8151. CrossRef Medline
27. Sevenster D, Beckers T, Kindt M (2013) Prediction error governs phar-macologically induced amnesia for learned fear. Science 339:830–833. CrossRef Medline
28. Yassa MA, Stark CE (2011) Pattern separation in the hippocampus. Trends Neurosci 34:515–525. CrossRef Medline