Category-specific neural oscillations predict recall organization during memory search

Cerebral Cortex

Volumn 23, Issue 10, 2013, Pages 2407-2422

  Morton, Neal W ^a   Kahana, Michael J ^b   Rosenberg, Emily A ^b   Baltuch, Gordon H ^c   Litt, Brian ^c   Sharan, Ashwini D ^d   Sperling, Michael R ^d   Polyn, Sean M ^a  

^a VANDERBILT UNIVERSITY   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c HOSPITAL OF THE UNIVERSITY OF PENNSYLVANIA   (United States)

^d THOMAS JEFFERSON UNIVERSITY   (United States)

Author keywords

Category clustering; Episodic memory; Free recall; Neural integration; Pattern classification

Indexed keywords

ADULT; ARTICLE; ASSOCIATION; BRAIN DEPTH RECORDING; CLINICAL ARTICLE; ELECTROCORTICOGRAPHY; ELECTROENCEPHALOGRAPHY; EYE MOVEMENT; FEMALE; HUMAN; INFORMATION RETRIEVAL; INTEGRATION; MALE; MEMORY; OSCILLATION; PREDICTION; PRIORITY JOURNAL; RECALL; SCALP;

EID: 84884930603     PISSN: 10473211     EISSN: 14602199     Source Type: Journal    
DOI: 10.1093/cercor/bhs229     Document Type: Article

References (58)

1. Bousfield WA. 1953. The occurrence of clustering in the recall of randomly arranged associates. J Gen Psychol. 49: 229-240.
2. Buzsáki G. 2006. Rhythms of the Brain. New York (NY): Oxford University Press.
3. Canolty RT, Edwards E, Dalal S.S., Soltani M., Nagarajan SS, Kirsch HE, Berger MS, Barbaro N.M., Knight RT. 2006. High gamma power is phase-locked to theta oscillations in human neocortex. Science. 313: 1626-1628.
4. Danker JF, Anderson JR. 2010. The ghosts of brain states past: remembering reactivates the brain regions engaged during encoding. Psychol Bull. 136: 87-102.
5. Davis T, Love BC, Preston AR. 2012. Learning the exception to the rule: model-based fMRI reveals specialized representations for surprising category members. Cereb Corxtex. 22: 260-273.
6. Duda RO, Hart PE, Stork DG. 2001. Pattern classification. 2nd ed. New York (NY): Wiley.
7. Düzel E., Penny W, Burgess N. 2010. Brain oscillations and memory. Curr Opin Neurobiol. 20: 143-149.
8. Freeman WJ. 1978. Spatial properties of an EEG event in the olfactory bulb and cortex. Electroencephalogr Clin Neurophysiol. 44: 586-605.
9. Fries P. 2005. A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends Cogn Sci. 9: 474-480.
10. Fuster J, Bauer R, Jervey J. 1982. Cellular discharge in the dorsolateral prefrontal cortex of the monkey in cognitive tasks. Exp Neurol. 77: 679-694.
11. Gelbard-Sagiv H., Mukamel R, Harel M., Malach R, Fried I. 2008. Internally generated reactivation of single neurons in human hippocampus during free recall. Science. 3: 96-101.
12. Geller AS, Schleifer IK, Sederberg P.B., Jacobs J., Kahana MJ. 2007. PyEPL: a cross-platform experiment-programming library. Behav Res Methods. 39: 950-958.
13. Gratton G, Coles MGH, Donchin E. 1983. A new method for off-line removal of ocular artifact. Electroencephalogr Clin Neurophysiol. 55: 468-484.
14. Haxby JV, Gobbini MI, Furey M.L., Ishai A., Schouten JL, Pietrini P. 2001. Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science. 293: 2425-2429.
15. Herrmann CS, Grigutsch M, Busch NA. 2005. EEG oscillations and wavelet analysis. In: Handy T, editor. Event-Related Potentials: A Methods Handbook. Cambridge (MA): The MIT Press. p. 229-260.
16. Howard MW. 2004. Scaling behavior in the temporal context model. J Math Psychol. 48: 230-238.
17. Howard MW, Kahana MJ. 2002. A distributed representation of temporal context. J Math Psychol. 46: 269-299.
18. Jacobs J, Kahana MJ. 2010. Direct brain recordings fuel advances in cognitive electrophysiology. Trends Cogn Sci. 14: 162-171.
19. Jacobs J, Kahana MJ. 2009. Neural representations of individual stimuli in humans revealed by gamma-band ECoG activity. J Neurosci. 29: 10203-10214.
20. Jacobs J, Kahana MJ, Ekstrom A.D., Fried I. 2007. Brain oscillations control timing of single-neuron activity in humans. J Neurosci. 27: 3839-3844.
21. Klimesch W. 1999. EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res Rev. 29: 169-195.
22. Kojima S, Goldman-Rakic PS. 1982. Delay-related activity of prefrontal neurons in rhesus monkeys performing delayed response. Brain Res. 248: 43-49.
23. Kuhl BA, Rissman J, Chun M.M., Wagner AD. 2011. Fidelity of neural reactivation reveals competition between memories. Proc Natl Acad Sci USA. 108: 5903-5908.
24. Kuhl BA, Rissman J, Wagner AD. 2012. Multi-voxel patterns of visual category representation during episodic encoding are predictive of subsequent memory. Neuropsychologia. 50: 458-469.
25. Laming D. 2008. An improved algorithm for predicting free recalls. Cogn Psychol. 57: 179-219.
26. Lancaster JL, Woldorff MG, Parsons L.M., Liotti M., Freitas CS, Rainey L, Kochunov PV, Nickerson D, Mikiten S.A., Fox PT. 2000. Automated Talairach atlas labels for functional brain mapping. Hum Brain Mapp. 10: 120-131.
27. Liebe S, Hoerzer G, Logothetis N., Rainer G. 2012. Theta coupling between V4 and prefrontal cortex predicts visual short-term memory performance. Nat Neurosci. 15: 456-464.
28. Loftus GR, Masson MEJ. 1994. Using confidence intervals in within-subject designs. Psychon Bull Rev. 1: 476-490.
29. Long NM, Oztekin I, Badre D. 2010. Separable prefrontal cortex contributions to free recall. J Neurosci. 30: 10967-10976.
30. Maldjian JA, Laurienti PJ, Kraft R.A., Burdette JH. 2003. An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets. Neuroimage. 19: 1233-1239.
31. Manning JR, Polyn SM, Baltuch G, Litt B., Kahana MJ. 2011. Oscillatory patterns in temporal lobe reveal context reinstatement during memory search. Proc Natl Acad Sci USA. 108: 12893-12897.
32. Manns JR, Howard MW, Eichenbaum H. 2007. Gradual changes in hippocampal activity support remembering the order of events. Neuron. 56: 530-540.
33. Martin A. 2007. The representation of object concepts in the brain. Annu Rev Psychol. 58: 25-45.
34. Miller EK, Erickson CA, Desimone R. 1996. Neural mechanisms of visual working memory in prefrontal cortex of the macaque. J Neurosci. 16: 5154.
35. Norman KA, Polyn SM, Detre G.J., Haxby JV. 2006. Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends Cogn Sci. 10: 424-430.
36. Nunez PL, Srinivasan R. 2006. Electric fields of the brain: the neurophysics of EEG, 2nd ed. New York (NY): Oxford University Press.
37. Nyhus E, Curran T. 2010. Functional role of gamma and theta oscillations in episodic memory. Neurosci Biobehav Rev. 34: 1023-1035.
38. Paller KA, Wagner AD. 2002. Observing the transformation of experience into memory. Trends Cogn Sci. 6: 93-102.
39. Polyn SM, Kahana MJ. 2008. Memory search and the neural representation of context. Trends Cogn Sci. 12: 24-30.
40. Polyn SM, Kragel JE, Morton N.W., McCluey JD, Cohen ZD. 2012. The neural dynamics of task context in free recall. Neuropsychologia. 50: 447-457.
41. Polyn SM, Natu VS, Cohen J.D., Norman KA. 2005. Category-specific cortical activity precedes retrieval during memory search. Science. 310: 1963-1966.
42. Polyn SM, Norman KA, Kahana MJ. 2009. A context maintenance and retrieval model of organizational processes in free recall. Psychol Rev. 116: 129-156.
43. Puff CR. 1979. Memory organization research and theory: the state of the art. In: Puff CR, editor. Memory Organization and Structure. New York (NY): Academic Press. p. 3-17.
44. Purcell BA, Heitz RP, Cohen J.Y., Schall JD, Logan GD, Palmeri TJ. 2010. Neurally constrained modeling of perceptual decision making. Psychol Rev. 117: 1113-1143.
45. Ratcliff R, Philiastides MG, Sajda P. 2009. Quality of evidence for perceptual decision making is indexed by trial-to-trial variability of the EEG. Proc Natl Acad Sci USA. 106: 6539-6544.
46. Roenker DL, Thompson CP, Brown SC. 1971. Comparison of measures for the estimation of clustering in free recall. Psychol Bull. 76: 45-48.
47. Sederberg PB, Howard MW, Kahana MJ. 2008. A context-based theory of recency and contiguity in free recall. Psychol Rev. 115: 893-912.
48. Sederberg PB, Kahana MJ, Howard M.W., Donner EJ, Madsen JR. 2003. Theta and gamma oscillations during encoding predict subsequent recall. J Neurosci. 23: 10809-10814.
49. Sederberg PB, Schulze-Bonhage A, Madsen J.R., Bromfield EB, Litt B, Brandt A, Kahana MJ. 2007. Gamma oscillations distinguish true from false memories. Psychol Sci. 18: 927-932.
50. Solway A, Geller AS, Sederberg P.B., Kahana MJ. 2010. Pyparse: a semiautomated system for scoring spoken recall data. Behav Res Methods. 42: 141-147.
51. Stricker JL, Brown GG, Wixted J.T., Baldo JV, Delis DC. 2002. New semantic and serial clustering indices for the California Verbal Learning Test-Second Edition: background, rationale, and formulae. J Int Neuropsychol Soc. 8: 425-435.
52. Summerfield C, Mangels JA. 2005. Coherent theta-band EEG activity predicts item-context binding during encoding. Neuroimage. 24: 692-703.
53. Talairach J, Tournoux P. 1988. Co-planar stereotaxic atlas of the human brain. Stuttgart: Verlag.
54. Tallon-Baudry C., Bertrand O, Delpuech C., Permier J. 1997. Oscillatory gamma-band (30-70 Hz) activity induced by a visual search task in humans. J Neurosci. 17: 722-734.
55. Tallon-Baudry C., Bertrand O, Delpuech C., Perner J. 1996. Stimulus specificity of phase-locked and non-phase-locked 40 Hz visual responses in human. J Neurosci. 16: 4240-4249.
56. Tulving E. 1993) What is episodic memory? Curr Dir Psychol Sci. 2: 67-70.
57. Wheeler MA, Stuss DT, Tulving E. 1995. Frontal lobe damage produces episodic memory impairment. J Int Neuropsychol Soc. 1: 525-536.
58. Yuval-Greenberg S., Tomer O, Keren A.S., Nelken I., Deouell LY. 2008. Transient induced gamma-band response in EEG as a manifestation of miniature saccades. Neuron. 58: 429-441.