Stages of processing in associative recognition: Evidence from behavior, EEG, and classification

Journal of Cognitive Neuroscience

Volumn 25, Issue 12, 2013, Pages 2151-2166

  Borst, Jelmer P ^a   Schneider, Darryl W ^a   Walsh, Matthew M ^a   Anderson, John R ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; ASSOCIATIVE RECOGNITION; BEHAVIOR; DECISION MAKING; ELECTROENCEPHALOGRAM; FEMALE; HUMAN; HYPOTHESIS; INFORMATION PROCESSING; INFORMATION RETRIEVAL; MACHINE LEARNING; MALE; NORMAL HUMAN; PRIORITY JOURNAL; RECOGNITION; TASK PERFORMANCE;

ADOLESCENT; ADULT; ASSOCIATION LEARNING; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MENTAL RECALL; PHOTIC STIMULATION; PSYCHOMOTOR PERFORMANCE; REACTION TIME; RECOGNITION (PSYCHOLOGY); YOUNG ADULT;

EID: 84886668485     PISSN: 0898929X     EISSN: 15308898     Source Type: Journal    
DOI: 10.1162/jocn_a_00457     Document Type: Article

References (67)

1. Anderson, J. R. (1974). Retrieval of propositional information from long-term memory. Cognitive Psychology, 6, 451-474.
2. Anderson, J. R. (2007). How can the human mind occur in the physical universe? New York: Oxford University Press.
3. Anderson, J. R., Betts, S., Ferris, J. L., & Fincham, J. M. 2011. Tracking children's mental states while solving algebra equations. Human Brain Mapping, 33, 2650-2665.
4. Anderson, J. R., Bothell, D., & Douglass, S. (2004). Eye movements do not reflect retrieval processes: Limits of the eye-mind hypothesis. Psychological Science, 15, 225-231.
5. Anderson, J. R., Bothell, D., Lebiere, C., & Matessa, M. 1998. An integrated theory of list memory. Journal of Memory and Language, 38, 341-380.
6. Anderson, J. R., Carter, C. S., Fincham, J. M., Qin, Y., Ravizza, S. M., & Rosenberg-Lee, M. (2008). Using fMRI to test models of complex cognition. Cognitive Science, 32, 1323-1348.
7. Anderson, J. R., Fincham, J. M., Schneider, D. W., & Yang, J. (2012). Using brain imaging to track problem solving in a complex state space. Neuroimage, 60, 633-643.
8. Anderson, J. R., & Reder, L. M. (1999). The fan effect: New results and new theories. Journal of Experimental Psychology: General, 128, 186-197.
9. Assadollahi, R., & Pulvermuller, F. (2003). Early influences of word length and frequency: A group study using MEG. NeuroReport, 14, 1183-1187.
10. Brockdorff, N., & Lamberts, K. (2000). A feature-sampling account of the time course of old-new recognition judgments. Journal of Experimental Psychology: Learning, Memory, and Cognition, 26, 77-102.
11. Chan, A. M., Halgren, E., Marinkovic, K., & Cash, S. S. (2011). Decoding word and category-specific spatiotemporal representations from MEG and EEG. Neuroimage, 54, 3028-3039.
12. Coles, M. G. H. (1988). Modern mind-brain reading: Psychophysiology, physiology, and cognition. Psychophysiology, 26, 251-269.
13. Coltheart, M. (1981). The MRC psycholinguistic database. Quarterly Journal of Experimental Psychology, 33A, 497-505.
14. Curran, T. (2000). Brain potentials of recollection and familiarity. Memory & Cognition, 28, 923-938.
15. Curran, T. (2004). Effects of attention and confidence on the hypothesized ERP correlates of recollection and familiarity. Neuropsychologia, 42, 1088-1106.
16. Curran, T., DeBuse, C., Woroch, B., & Hirshman, E. (2006). Combined pharmacological and electrophysiological dissociation of familiarity and recollection. Journal of Neuroscience, 26, 1979-1985.
17. Danker, J. F., Gunn, P., & Anderson, J. R. (2008). A rational account of memory predicts left prefrontal activation during controlled retrieval. Cerebral Cortex, 18, 2674-2685.
18. Das, K., Giesbrecht, B., & Eckstein, M. P. (2010). Predicting variations of perceptual performance across individuals from neural activity using pattern classifiers. Neuroimage, 51, 1425-1437.
19. Delorme, A., & Makeig, S. (2004). EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. Journal of Neuroscience Methods, 134, 9-21.
20. Diana, R. A., Reder, L. M., Arndt, J., & Park, H. (2006). Models of recognition: A review of arguments in favor of a dual process account. Psychonomic Bulletin & Review, 13, 1-21.
21. Dien, J. (2009). The neurocognitive basis of reading single words as seen through early latency ERPs: A model of converging pathways. Biological Psychology, 80, 10-22.
22. Donders, F. C. (1969). On the speed of mental processes. Acta Psychologica, 30, 412-431. (Translation of original work published in 1868.)
23. Düzel, E., Yonelinas, A. P., Mangun, G. R., Heinze, H. J., & Tulving, E. (1997). Event-related brain potential correlates of two stages of conscious awareness in memory. Proceedings of the National Academy of Sciences, U.S.A., 94, 5973-5978.
24. Finnigan, S., Humphreys, M. S., Dennis, S., & Geffen, G. 2002. ERP "old/new" effects: Memory strength and decisional factor(s). Neuropsychologia, 40, 2288-2304.
25. Genovese, C. R., Lazar, N. A., & Nichols, T. (2002). Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage, 15, 870-878.
26. Hastie, T., Tibshirani, R., & Friedman, J. (2001). The elements of statistical learning. Data mining, inference, and prediction. New York: Springer-Verlag.
27. Hauk, O., Davis, M. H., Ford, M., Pulvermüller, F., & Marslen-Wilson, W. D. (2006). The time course of visual word recognition as revealed by linear regression analysis of ERP data. Neuroimage, 30, 1383-1400.
28. Hauk, O., & Pulvermüller, F. (2004). Effects of word length and frequency on the human event-related potential. Clinical Neurophysiology, 115, 1090-1103.
29. Hauk, O., Pulvermüller, F., Ford, M., Marslen-Wilson, W. D., & Davis, M. H. (2009). Can I have a quick word? Early electrophysiological manifestations of psycholinguist processes revealed by event-related regression analysis of the EEG. Biological Psychology, 80, 64-74.
30. Haynes, J. D., & Rees, G. (2006). Decoding mental states from brain activity in humans. Nature Reviews Neuroscience, 7, 523-534.
31. Heil, M., Rösler, F., & Hennighausen, E. (1996). Topographically distinct cortical activation in episodic long-term memory: The retrieval of spatial versus verbal information. Memory & Cognition, 24, 777-795.
32. Heil, M., Rösler, F., & Hennighausen, E. (1997). Topography of brain electrical activity dissociates the retrieval of spatial versus verbal information from episodic long-term memory in humans. Neuroscience Letters, 222, 45-48.
33. Indefrey, P., Kleinschmidt, A., Merboldt, K. D., Kruger, G., Brown, C., Hagoort, P., et al. (1997). Equivalent responses to lexical and nonlexical visual stimuli in occipital cortex: A functional magnetic resonance imaging study. Neuroimage, 5, 78-81.
34. Khader, P., Heil, M., & Rösler, F. (2005). Material-specific long-term memory representations of faces and spatial positions: Evidence from slow event-related brain potentials. Neuropsychologia, 43, 2109-2124.
35. Khader, P., Knoth, K., Burke, M., Ranganath, C., Bien, S., & Rösler, F. (2007). Topography and dynamics of associative long-term memory retrieval in humans. Journal of Cognitive Neuroscience, 19, 493-512.
36. Luck, S. J. (2005). An introduction to the event-related potential technique. Cambridge, MA: MIT Press.
37. Mechelli, A., Humphreys, G. W., Mayall, K., Olson, A., & Price, C. J. (2000). Differential effects of word length and visual contrast in the fusiform and lingual gyri during reading. Proceedings of the Royal Society of London, Series B, 267, 1909-1913.
38. Mitchell, T. M., Shinkareva, S., Carlson, A., Chang, K., Malave, V., Mason, R., et al. (2008). Predicting human brain activity associated with the meanings of nouns. Science, 320, 1191-1195.
39. Nieuwenhuis, S., Aston-Jones, G., & Cohen, J. D. (2005). Decision making, the P3, and the locus coeruleusnorepinephrine system. Psychological Bulletin, 131, 510-532.
40. Norman, K. A., Polyn, S. M., Detre, G. J., & Haxby, J. V. 2006. Beyond mind-reading: Multi-voxel pattern analysis of fMRI data. Trends in Cognitive Sciences, 10, 424-430.
41. Nyhus, E., & Curran, T. (2009). Semantic and perceptual effects on recognition memory: Evidence from ERP. Brain Research, 1283, 102-114.
42. Parra, L., Alvino, C., Tang, A., Pearlmutter, B., Yeung, N., Osman, A., et al. (2002). Linear spatial integration for single-trial detection in encephalography. Neuroimage, 17, 223-230.
43. Pereira, F., Mitchell, T., & Botvinick, M. (2009). Machine learning classifiers and fMRI: A tutorial overview. Neuroimage, 45, S199-S209.
44. Peters, B. O., Pfurtscheller, G., & Flyvbjerg, H. (1998). Mining multi-channel EEG for its information content: An ANN-based method for a brain-computer interface. Neural Networks, 11, 1429-1433.
45. Philiastides, M. G., & Sajda, P. (2006). Temporal characterization of the neural correlates of perceptual decision making in the human brain. Cerebral Cortex, 16, 509-518.
46. Pirolli, P. L., & Anderson, J. R. (1985). The role of practice in fact retrieval. Journal of Experimental Psychology: Learning, Memory, and Cognition, 11, 136-153.
47. Ratcliff, R. (1978). A theory of memory retrieval. Psychological Review, 85, 59-108.
48. Ratcliff, R. (1980). A note on modeling accumulation of information when the rate of accumulation changes over time. Journal of Mathematical Psychology, 21, 178-184.
49. Ratcliff, R., Clark, S. E., & Shiffrin, R. M. (1990). List-strength effect: I. Data and discussion. Journal of Experimental Psychology: Learning, Memory, and Cognition, 16, 163-178.
50. Ratcliff, R., & Smith, P. L. (2004). A comparison of sequential sampling models for two-choice reaction time. Psychological Review, 111, 333-367.
51. Rugg, M. D., & Curran, T. (2007). Event-related potentials and recognition memory. Trends in Cognitive Sciences, 11, 251-257.
52. Schneider, D. W., & Anderson, J. R. (2012). Modeling fan effects on the time course of associative recognition. Cognitive Psychology, 64, 127-160.
53. Smulders, F. T. Y., & Miller, J. O. (2013). The lateralized readiness potential. In S. J. Luck & E. S. Kappenman (Eds.), The Oxford handbook of event-related potential components (pp. 209-229). New York: Oxford University Press.
54. Sohn, M. H., Goode, A., Stenger, V. A., Carter, C. S., & Anderson, J. R. (2003). Competition and representation during memory retrieval: Roles of prefrontal cortex and the posterior parietal cortex. Proceedings of the National Academy of Sciences, U.S.A., 100, 7412-7417.
55. Speer, N. K., & Curran, T. (2007). ERP correlates of familiarity and recollection processes in visual associative recognition. Brain Research, 1174, 97-109.
56. Sternberg, S. (1969). The discovery of processing stages: Extensions of Donders' method. Acta Psychologica, 30, 276-315.
57. Stretch, V., & Wixted, J. T. (1998). On the difference between strength-based and frequency-based mirror effects in recognition memory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 24, 1379-1396.
58. Sudre, G., Pomerleau, D., Palatucci, M., Wehbe, L., Fyshe, A., Salmelin, R., et al. (2012). Tracking neural coding of perceptual and semantic features of concrete nouns. Neuroimage, 62, 451-463.
59. Sutton, S., Ruchkin, D. S., Munson, R., Kietzman, M. L., & Hammer, M. (1982). Event-related potentials in a two-interval forced-choice detection task. Psychonomic Bulletin & Review, 32, 360-374.
60. Van Petten, C., & Kutas, M. (1990). Interactions between sentence context and word frequency in event-related brain potentials. Memory & Cognition, 18, 380-393.
61. Vilberg, K. L., Moosavi, R. F., & Rugg, M. D. (2006). The relationship between electrophysiological correlates of recollection and amount of information retrieved. Brain Research, 1122, 161-170.
62. Vilberg, K. L., & Rugg, M. D. (2009). Functional significance of retrieval-related activity in lateral parietal cortex: Evidence from fMRI and ERPs. Human Brain Mapping, 30, 1490-1501.
63. Wilding, E. L. (2000). In what way does the parietal ERP old/new effect index recollection? International Journal of Psychophysiology, 35, 81-87.
64. Wilkinson, R. T., & Seales, D. M. (1978). EEG event-related potentials and signal detection. Biological Psychology, 7, 13-28.
65. Woodruff, C. C., Hayama, H. R., & Rugg, M. D. (2006). Electrophysiological dissociation of the neural correlates of recollection and familiarity. Brain Research, 1100, 125-135.
66. Yonelinas, A. P. (2002). The nature of recollection and familiarity: A review of 30 years of research. Journal of Memory and Language, 46, 441-517.
67. Zipf, G. K. (1935). The psycho-biology of language. Boston: Houghton Mifflin.