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Research Article

Reading and the Neurocognitive Bases of Statistical Learning

References

  • Alba, D., & Okanoya, K. (2008). Statistical segmentation of tone sequences activates the left inferior frontal cortex: A near-infrared spectroscopy study. Neuropsychologia, 46(11), 2787–2795. doi:10.1016/j.neuropsychologia.2008.05.012
  • Apfelbaum, K. S., Hazeltine, E., & McMurray, B. (2013). Statistical learning in reading: Variability in irrelevant letters help children learn phonics skills. Developmental Psychology, 49(7), 1348–1365. doi:10.1037/a0029839
  • Arciuli, J. (2017). The multi-component nature of statistical learning. Philosophical Transactions of the Royal Society B, 372(1711), 20160058. doi:10.1098/rstb.2016.0058
  • Arciuli, J., & Simpson, I. C. (2012). Statistical learning is related to reading ability in children and adults. Cognitive Science, 36(2), 286–304. doi:10.1111/j.1551-6709.2011.01200.x
  • Arciuli, J., Torkildsen, J. V. K., Stevens, D. J., & Simpson, I. C. (2014). Statistical learning under incidental versus intentional conditions. Frontiers in Psychology, 5, 747. doi:10.3389/fpsyg.2014.00747
  • Baron, J., & Strawson, C. (1976). Use of orthographic and word-specific knowledge in reading words aloud. Journal of Experimental Psychology: Human Perception and Performance, 2(3), 386–393. doi:10.1037//0096-1523.2.3.386
  • Batterink, L. J., Reber, P. J., Neville, H. J., & Paller, K. A. (2015). Implicit and explicit contributions to statistical learning. Journal of Memory and Language, 83, 62–78. doi:10.1016/j.jml.2015.04.004
  • Bischoff-Grethe, A., Proper, S. M., Mao, H., Daniels, K. A., & Berns, G. S. (2000). Conscious and unconscious processing of nonverbal predictability in Wernicke's area. Journal of Neuroscience, 20(5), 1975–1981.
  • Bogaerts, L., Szmalec, A., Hachmann, W. M., Page, M. P., & Duyck, W. (2015). Linking memory and language: Evidence for a serial-order learning impairment in dyslexia. Research in Developmental Disabilities, 43-44(106–122). doi:10.1016/j.ridd.2015.06.012
  • Browman, C. P., & Goldstein, L. (1989). Articulatory gestures as phonological units. Phonology, 6(02), 201–251. doi:10.1017/s0952675700001019
  • Brown, J., Aczel, B., Jiménez, L., Kaufman, S. B., … Grant, K. P., (2010). Intact implicit learning in autism spectrum conditions. Quarterly Journal of Experimental Psychology, 63(9), 1789–1812.
  • Bussy, G., Krifi-Papoz, S., Vieville, L., Frenay, C., Curie, A., Rousselle, C., … Herbillon, V. (2011). Apprentissage procédural implicite dans la dyslexie de surface et la dyslexie phonologique. Revue De Neuropsychologie, 3(3), 141. doi:10.3917/rne.033.0141
  • Castles, A., & Coltheart, M. (1993). Varieties of developmental dyslexia. Cognition, 47(2), 149–180. doi:10.1016/0010-0277(93)90003-e
  • Chang, L., Plaut, D. C., & Perfetti, C. A. (2016). Visual complexity in orthographic learning: Modeling learning across writing system variations. Scientific Studies of Reading, 20(1), 64–85. doi:10.1080/10888438.2015.1104688
  • Chun, M. M., & Jiang, Y. (1998). Contextual cueing: Implicit learning and memory of visual context guides spatial attention. Cognitive Psychology, 36(1), 28–71. doi:10.1006/cogp.1998.0681
  • Cohen, N. J., Poldrack, R. A., & Eichenbaum, H. (1997). Memory for items and memory for relations in the procedural/declarative memory framework. Memory, 5(1–2), 131–178. doi:10.1080/741941149
  • Coltheart, M., Rastle, K., Perry, C., Langdon, R., & Ziegler, J. (2001). DRC: A dual route cascaded model of visual word recognition and reading aloud. Psychological Review, 108(1), 204–256. doi:10.1037//0033-295x.108.1.204
  • Conway, C. M., Bauernschmidt, A., Huang, S. S., & Pisoni, D. B. (2010). Implicit statistical learning in language processing: Word predictability is the key. Cognition, 114(3), 356–371. doi:10.1016/j.cognition.2009.10.009
  • Conway, C. M., & Christiansen, M. H. (2005). Modality-constrained statistical learning of tactile, visual, and auditory sequences. Journal of Experimental Psychology: Learning, Memory, and Cognition, 31(1), 24–39. doi:10.1037/0278-7393.31.1.24
  • Conway, C. M., & Christiansen, M. H. (2006). Statistical learning within and between modalities. Psychological Science, 17(10), 905–912. doi:10.1111/j.1467-9280.2006.01801.x
  • Conway, C. M., & Pisoni, D. B. (2008). Neurocognitive basis of implicit learning of sequential structure and its relation to language processing. Annals of the New York Academy of Sciences, 1145(1), 113–131. doi:10.1196/annals.1416.009
  • Deroost, N., Zeischka, P., Coomans, D., Bouazza, S., Depessemier, P., & Soetens, E. (2010). Intact first- and second-order implicit sequence learning in secondary-school-aged children with developmental dyslexia. Journal of Clinical and Experimental Neuropsychology, 32(6), 561–572. doi:10.1080/13803390903313556
  • Dew, I. T., & Cabeza, R. (2011). The porous boundaries between explicit and implicit memory: Behavioral and neural evidence. Annals of the New York Academy of Sciences, 1224(1), 174–190. doi:10.1111/j.1749-6632.2010.05946.x
  • Dienes, Z., Broadbent, D., & Berry, D. C. (1991). Implicit and explicit knowledge bases in artificial grammar learning. Journal of Experimental Psychology: Learning, Memory, and Cognition, 17(5), 875–887. doi:10.1037//0278-7393.17.5.875
  • Durrant, S. J., Cairney, S. A., & Lewis, P. A. (2012). Overnight consolidation aids the transfer of statistical knowledge from the medial temporal lobe to the striatum. Cerebral Cortex, 23(10), 2467–2478. doi:10.1093/cercor/bhs244
  • Durrant, S. J., Taylor, C., Cairney, S., & Lewis, P. A. (2011). Sleep-dependent consolidation of statistical learning. Neuropsychologia, 49(5), 1322–1331. doi:10.1016/j.neuropsychologia.2011.02.015
  • Eichenbaum, H., & Cohen, N. J. (2001). From conditioning to conscious recollection: Memory systems of the brain. New York, NY: Oxford University Press.
  • Endress, A. D., & Mehler, J. (2009). The surprising power of statistical learning: When fragment knowledge leads to false memories of unheard words. Journal of Memory and Language, 60(3), 351–367.
  • Folia, V., Uddén, J., Forkstam, C., Ingvar, M., Hagoort, P., & Petersson, K. M. (2008). Implicit learning and dyslexia. Annals of the New York Academy of Sciences, 1145(1), 132–150. doi:10.1196/annals.1416.012
  • Frensch, P. A., & Miner, C. S. (1994). Effects of presentation rate and individual differences in short-term memory capacity on an indirect measure of serial learning. Memory & Cognition, 22(1), 95–110. doi:10.3758/bf03202765
  • Frost, R. (2012). Towards a universal model of reading. Behavioral and Brain Sciences, 35(05), 263–279. doi:10.1017/s0140525x11001841
  • Frost, R., Armstrong, B. C., Siegelman, N., & Christiansen, M. H. (2015). Domain generality versus modality specificity: The paradox of statistical learning. Trends in Cognitive Sciences, 19(3), 117–125. doi:10.1016/j.tics.2014.12.010
  • Frost, R., Katz, L., & Bentin, S. (1987). Strategies for visual word recognition and orthographical depth: A multilingual comparison. Journal of Experimental Psychology: Human Perception and Performance, 13(1), 104–115. doi:10.1037//0096-1523.13.1.104
  • Frost, R., Siegelman, N., Narkiss, A., & Afek, L. (2013). What predicts successful literacy acquisition in a second language? Psychological Science, 24(7), 1243–1252. doi:10.1177/0956797612472207
  • Gabay, Y., Schiff, R., & Vakil, E. (2012). Dissociation between online and offline learning in developmental dyslexia. Journal of Clinical and Experimental Neuropsychology, 34(3), 279–288. doi:10.1080/13803395.2011.633499
  • Goldman-Rakic, P., Selemon, L., & Schwartz, M. (1984). Dual pathways connecting the dorsolateral prefrontal cortex with the hippocampal formation and parahippocampal cortex in the rhesus monkey. Neuroscience, 12(3), 719–743. doi:10.1016/0306-4522(84)90166-0
  • Gómez, R. L. (2017). Do infants retain the statistics of a statistical learning experience? Insights from a developmental cognitive neuroscience perspective. Philosophical Transactions of the Royal Society B: Biological Sciences, 372(1711), 20160054. doi:10.1098/rstb.2016.0054
  • Gómez, R. L., & Edgin, J. O. (2016). The extended trajectory of hippocampal development: Implications for early memory development and disorder. Developmental Cognitive Neuroscience, 18, 57–69. doi:10.1016/j.dcn.2015.08.009
  • Gómez, R. L., & Gerken, L. (1999). Artificial grammar learning by 1-year-olds leads to specific and abstract knowledge. Cognition, 70(2), 109–135. doi:10.1016/s0010-0277(99)00003-7
  • Goujon, A., Didierjean, A., & Thorpe, S. (2015). Investigating implicit statistical learning mechanisms through contextual cueing. Trends in Cognitive Sciences, 19(9), 524–533. doi:10.1016/j.tics.2015.07.009
  • Graves, W. W., Desai, R., Humphries, C., Seidenberg, M. S., & Binder, J. R. (2010). Neural systems for reading aloud: A multiparametric approach. Cerebral Cortex, 20(8), 1799–1815. doi:10.1093/cercor/bhp245
  • Hachmann, W. M., Bogaerts, L., Szmalec, A., Woumans, E., Duyck, W., & Job, R. (2014). Short-term memory for order but not for item information is impaired in developmental dyslexia. Annals of Dyslexia, 64(2), 121–136. doi:10.1007/s11881-013-0089-5
  • Hamrick, P., & Rebuschat, P. (2012). How implicit is statistical learning? Statistical Learning and Language Acquisition. doi:10.1515/9781934078242.365
  • Harm, M. W., & Seidenberg, M. S. (1999). Phonology, reading acquisition, and dyslexia: Insights from connectionist models. Psychological Review, 106(3), 491–528. doi:10.1037//0033-295x.106.3.491
  • Harm, M. W., & Seidenberg, M. S. (2004). Computing the meanings of words in reading: Cooperative division of labor between visual and phonological processes. Psychological Review, 111(3), 662–720. doi:10.1037/0033-295x.111.3.662
  • Henderson, L. M., & Warmington, M. (2017). A sequence learning impairment in dyslexia? It depends on the task. Research in Developmental Disabilities, 60, 198–210. doi:10.1016/j.ridd.2016.11.002
  • Hickok, G., & Poeppel, D. (2007). The cortical organization of speech processing. Nature Reviews Neuroscience, 8(5), 393–402. doi:10.1038/nrn2113
  • Howard, J. H., Howard, D. V., Japikse, K. C., & Eden, G. F. (2006). Dyslexics are impaired on implicit higher-order sequence learning, but not on implicit spatial context learning. Neuropsychologia, 44(7), 1131–1144. doi:10.1016/j.neuropsychologia.2005.10.015
  • Jacoby, L. L. (1991). A process dissociation framework: Separating automatic from intentional uses of memory. Journal of Memory and Language, 30(5), 513–541. doi:10.1016/0749-596X(91)90025-F
  • Jiménez, L., Méndez, C., & Cleeremans, A. (1996). Comparing direct and indirect measures of sequence learning. Journal of Experimental Psychology: Learning, Memory, and Cognition, 22(4), 948–969. doi:10.1037//0278-7393.22.4.948
  • Jiménez-Fernández, G., Vaquero, J. M., Jiménez, L., & Defior, S. (2010). Dyslexic children show deficits in implicit sequence learning, but not in explicit sequence learning or contextual cueing. Annals of Dyslexia, 61(1), 85–110. doi:10.1007/s11881-010-0048-3
  • Karuza, E. A., Newport, E. L., Aslin, R. N., Starling, S. J., Tivarus, M. E., & Bavelier, D. (2013). The neural correlates of statistical learning in a word segmentation task: An fMRI study. Brain and Language, 127(1), 46–54. doi:10.1016/j.bandl.2012.11.007
  • Kelly, S. W., Griffiths, S., & Frith, U. (2002). Evidence for implicit sequence learning in dyslexia. Dyslexia, 8(1), 43–52.
  • Kidd, E., & Arciuli, J. (2016). Individual differences in statistical learning predict childrens comprehension of syntax. Child Development, 87(1), 184–193. doi:10.1111/cdev.12461
  • Kim, R., Seitz, A., Feenstra, H., & Shams, L. (2009). Testing assumptions of statistical learning: Is it long-term and implicit? Neuroscience Letters, 461(2), 145–149. doi:10.1016/j.neulet.2009.06.030
  • Kirkham, N. Z., Slemmer, J. A., & Johnson, S. P. (2002). Visual statistical learning in infancy: Evidence for a domain general learning mechanism. Cognition, 83(2). doi:10.1016/s0010-0277(02)00004-5
  • Lerner, I., Armstrong, B. C., & Frost, R. (2014). What can we learn from learning models about sensitivity to letter-order in visual word recognition? Journal of Memory and Language, 77, 40–58. doi:10.1016/j.jml.2014.09.002
  • Liberman, A. M., & Mattingly, I. G. (1985). The motor theory of speech perception revised. Cognition, 21(1), 1–36. doi:10.1016/0010-0277(85)90021-6
  • Lum, J. A., Ullman, M. T., & Conti-Ramsden, G. (2013). Procedural learning is impaired in dyslexia: Evidence from a meta-analysis of serial reaction time studies. Research in Developmental Disabilities, 34(10), 3460–3476. doi:10.1016/j.ridd.2013.07.017
  • Mainela-Arnold, E., & Evans, J. L. (2014). Do statistical segmentation abilities predict lexical-phonological and lexical-semantic abilities in children with and without SLI? Journal of Child Language, 41(02), 327–351. doi:10.1017/s0305000912000736
  • Marshall, L., & Born, J. (2007). The contribution of sleep to hippocampus-dependent memory consolidation. Trends in Cognitive Sciences, 11(10), 442–450. doi:10.1016/j.tics.2007.09.001
  • Maye, J., Werker, J. F., & Gerken, L. (2002). Infant sensitivity to distributional information can affect phonetic discrimination. Cognition, 82(3). doi:10.1016/s0010-0277(01)00157-3
  • Mayo, J., & Eigsti, I. M. (2012). Brief report: A comparison of statistical learning in school-aged children with high functioning autism and typically developing peers. Journal of Autism and Developmental Disorders, 42(11), 2476–2485.
  • McClelland, J. L., McNaughton, B. L., & O’Reilly, R. C. (1995). Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory. Psychological Review, 102(3), 419–457. doi:10.1037//0033-295x.102.3.419
  • Menghini, D., Finzi, A., Benassi, M., Bolzani, R., Facoetti, A., Giovagnoli, S., … Vicari, S. (2010). Different underlying neurocognitive deficits in developmental dyslexia: A comparative study. Neuropsychologia, 48(4), 863–872. doi:10.1016/j.neuropsychologia.2009.11.003
  • Menghini, D., Hagberg, G. E., Caltagirone, C., Petrosini, L., & Vicari, S. (2006). Implicit learning deficits in dyslexic adults: An fMRI study. NeuroImage, 33(4), 1218–1226. doi:10.1016/j.neuroimage.2006.08.024
  • Menghini, D., Hagberg, G. E., Petrosini, L., Bozzali, M., Macaluso, E., Caltagirone, C., & Vicari, S. (2008). Structural correlates of implicit learning deficits in subjects with developmental dyslexia. Annals of the New York Academy of Sciences, 1145(1), 212–221. doi:10.1196/annals.1416.010
  • Misyak, J. (2010). On-line individual differences in statistical learning predict language processing. Frontiers in Psychology, 1. doi:10.3389/fpsyg.2010.00031
  • Misyak, J. B., & Christiansen, M. H. (2012). Statistical learning and language: An individual differences study. Language Learning, 62(1), 302–331. doi:10.1111/j.1467-9922.2010.00626.x
  • Morris, R. D., Stuebing, K. K., Fletcher, J. M., Shaywitz, S. E., Lyon, G. R., Shankweiler, D. P., … Shaywitz, B. A. (1998). Subtypes of reading disability: Variability around a phonological core. Journal of Educational Psychology, 90(3), 347–373. doi:10.1037//0022-0663.90.3.347
  • Newport, E. L., & Aslin, R. N. (2004). Learning at a distance I. Statistical learning of non-adjacent dependencies. Cognitive Psychology, 48(2), 127–162. doi:10.1016/s0010-0285(03)00128-2
  • Nigro, L., Jiménez-Fernández, G., Simpson, I. C., & Defior, S. (2015). Implicit learning of written regularities and its relation to literacy acquisition in a shallow orthography. Journal of Psycholinguistic Research, 44(5), 571–585. doi:10.1007/s10936-014-9303-9
  • Nissen, M. J., & Bullemer, P. (1987). Attentional requirements of learning: Evidence from performance measures. Cognitive Psychology, 19, 1. doi:10.1016/0010-0285(87)90002-8
  • Packard, M. G., & Knowlton, B. J. (2002). Learning and memory functions of the basal ganglia. Annual Review of Neuroscience, 25(1), 563–593. doi:10.1146/annurev.neuro.25.112701.142937
  • Page, M. P., Cumming, N., Norris, D., Hitch, G. J., & Mcneil, A. M. (2006). Repetition learning in the immediate serial recall of visual and auditory materials. Journal of Experimental Psychology: Learning, Memory, and Cognition, 32(4), 716–733. doi:10.1037/0278-7393.32.4.716
  • Perruchet, P., & Pacton, S. (2006). Implicit learning and statistical learning: One phenomenon, two approaches. Trends in Cognitive Sciences, 10(5), 233–238. doi:10.1016/j.tics.2006.03.006
  • Petersson, K., Folia, V., & Hagoort, P. (2012). What artificial grammar learning reveals about the neurobiology of syntax. Brain and Language, 120(2), 83–95. doi:10.1016/j.bandl.2010.08.003
  • Poldrack, R. A., Clark, J., Paré-Blagoev, E. J., Shohamy, D., Moyano, J. C., Myers, C., & Gluck, M. A. (2001). Interactive memory systems in the human brain. Nature, 414(6863), 546–550. doi:10.1038/35107080
  • Pugh, K. R., Mencl, W. E., Shaywitz, B. A., Shaywitz, S. E., Fulbright, R. K., Constable, R. T., … Gore, J. C. (2000). The angular gyrus in developmental dyslexia: Task-specific differences in functional connectivity within posterior cortex. Psychological Science, 11(1), 51–56. doi:10.1111/1467-9280.00214
  • Reber, A. S. (1992). The cognitive unconscious: An evolutionary perspective. Consciousness and Cognition, 1(2), 93–133.
  • Reber, P. J. (2013). The neural basis of implicit learning and memory: A review of neuropsychological and neuroimaging research. Neuropsychologia, 51(10), 2026–2042. doi:10.1016/j.neuropsychologia.2013.06.019
  • Reber, P. J., Gitelman, D. R., Parrish, T. B., & Mesulam, M. M. (2003). Dissociating explicit and implicit category knowledge with fMRI. Journal of Cognitive Neuroscience, 15(4), 574–583. doi:10.1162/089892903321662958
  • Redington, M. & Chater, N. (1996). Transfer in artificial grammar learning: A reevaluation. Journal of Experimental Psychology: General, 125(2), 123.
  • Robertson, E. M. (2007). The serial reaction time task: Implicit motor skill learning? Journal of Neuroscience, 27(38), 10073–10075. doi:10.1523/jneurosci.2747-07.2007
  • Rose, M., Haider, H., Weiller, C., & Büchel, C. (2002). The role of medial temporal lobe structures in implicit learning. Neuron, 36(6), 1221–1231. doi:10.1016/s0896-6273(02)01105-4
  • Rueckl, J. (2010). Connectionism and the role of morphology in visual word recognition. The Mental Lexicon, 5(3), 371–400.
  • Rueckl, J. G. (2016). Toward a theory of variation in the organization of the word reading system. Scientific Studies of Reading, 20(1), 86–97. doi:10.1080/10888438.2015.1103741
  • Rueckl, J. G., Paz-Alonso, P. M., Molfese, P. J., Kuo, W., Bick, A., Frost, S. J., … Frost, R. (2015). Universal brain signature of proficient reading: Evidence from four contrasting languages. Proceedings of the National Academy of Sciences, 112(50), 15510–15515. doi:10.1073/pnas.1509321112
  • Saffran, J. R. (2003). Statistical language learning. Current Directions in Psychological Science, 12(4), 110–114. doi:10.1111/1467-8721.01243
  • Saffran, J. R., Aslin, R. N., & Newport, E. L. (1996a). Statistical learning by 8-month-old infants. Science, 274(5294), 1926–1928. doi:10.1126/science.274.5294.1926
  • Saffran, J. R., Newport, E. L., & Aslin, R. N. (1996b). Word segmentation: The role of distributional cues. Journal of Memory and Language, 35(4), 606–621. doi:10.1006/jmla.1996.0032
  • Saffran, J. R., Newport, E. L., Aslin, R. N., Tunick, R. A., & Barrueco, S. (1997). Incidental language learning: Listening (and learning) out of the corner of your ear. Psychological Science, 8(2), 101–105. doi:10.1111/j.1467-9280.1997.tb00690.x
  • Schacter, D. L. (1987). Implicit memory: History and current status. Journal of Experimental Psychology: Learning, Memory, and Cognition, 13(3), 501–518. doi:10.1037//0278-7393.13.3.501
  • Schapiro, A., & Turk-Browne, N. (2015). Statistical learning. Brain Mapping, 501–506. doi:10.1016/b978-0-12-397025-1.00276-1
  • Schendan, H. E., Searl, M. M., Melrose, R. J., & Stern, C. E. (2003). An fMRI study of the role of the medial temporal lobe in implicit and explicit sequence learning. Neuron, 37(6), 1013–1025. doi:10.1016/s0896-6273(03)00123-5
  • Schmalz, X., Altoè, G., & Mulatti, C. (2016). Statistical learning and dyslexia: A systematic review. Annals of Dyslexia, 67(2), 147–162. doi:10.1007/s11881-016-0136-0
  • Seidenberg, M. S. (2011). Reading in different writing systems: One architecture, multiple solutions. In P. McCardle, B. Miller, J. R. Lee, & O. J. L. Tzeng (Eds.), The extraordinary brain series. Dyslexia across languages: Orthography and the brain–Gene–Behavior link (pp. 146–168). Baltimore, MD: Brookes.
  • Seidenberg, M. S., & Gonnerman, L. M. (2000). Explaining derivational morphology as the convergence of codes. Trends in Cognitive Sciences, 4(9), 353–361. doi:10.1016/s1364-6613(00)01515-1
  • Seidenberg, M. S., & Mcclelland, J. L. (1989). A distributed, developmental model of word recognition and naming. Psychological Review, 96(4), 523–568. doi:10.1037//0033-295x.96.4.523
  • Shafto, C. L., Conway, C. M., Field, S. L., & Houston, D. M. (2012). Visual sequence learning in infancy: Domain-general and domain-specific associations with language. Infancy, 17(3), 247–271. doi:10.1111/j.1532-7078.2011.00085.x
  • Shohamy, D., & Adcock, R. A. (2010). Dopamine and adaptive memory. Trends in Cognitive Sciences, 14(10), 464–472. doi:10.1016/j.tics.2010.08.002
  • Shohamy, D., & Turk-Browne, N. B. (2013). Mechanisms for widespread hippocampal involvement in cognition. Journal of Experimental Psychology: General, 142(4), 1159–1170. doi:10.1037/a0034461
  • Siegelman, N., Bogaerts, L., Christiansen, M. H., & Frost, R. (2017). Towards a theory of individual differences in statistical learning. Philosophical Transactions of the Royal Society B: Biological Sciences, 372(1711), 20160059. doi:10.1098/rstb.2016.0059
  • Siegelman, N., Bogaerts, L., & Frost, R. (2017). Measuring individual differences in statistical learning: Current pitfalls and possible solutions. Behavior Research Methods, 49(2), 418–432.
  • Siegelman, N., & Frost, R. (2015). Statistical learning as an individual ability: Theoretical perspectives and empirical evidence. Journal of Memory and Language, 81, 105–120. doi:10.1016/j.jml.2015.02.001
  • Simon, K. N., Werchan, D., Goldstein, M. R., Sweeney, L., Bootzin, R. R., Nadel, L., & Gómez, R. L. (2016). Sleep confers a benefit for retention of statistical language learning in 6.5 month old infants. Brain and Language, 167, 3–12. doi:10.1016/j.bandl.2016.05.002
  • Smith, L., & Yu, C. (2008). Infants rapidly learn word-referent mappings via cross-situational statistics. Cognition, 106(3), 1558–1568. doi:10.1016/j.cognition.2007.06.010
  • Spencer, M., Kaschak, M. P., Jones, J. L., & Lonigan, C. J. (2015). Statistical learning is related to early literacy-related skills. Reading and Writing, 28(4), 467–490. doi:10.1007/s11145-014-9533-0
  • Squire, L. R. (1992). Declarative and nondeclarative memory: Multiple brain systems supporting learning and memory. Journal of Cognitive Neuroscience, 4(3), 232–243.
  • Squire, L.R. (2004). Memory systems of the brain: A brief history and current perspective. Neurobiology of Learning and Memory, 82(3), 171–177. doi:10.1016/j.nlm.2004.06.005
  • Squire, L. R., & Knowlton, B. J. (2000). The medial temporal lobe, the hippocampus, and the memory systems of the brain. The New Cognitive Neurosciences, 2, 756–776.
  • Stoodley, C. J., Harrison, E. P., & Stein, J. F. (2006). Implicit motor learning deficits in dyslexic adults. Neuropsychologia, 44(5), 795–798. doi:10.1016/j.neuropsychologia.2005.07.009
  • Stoodley, C. J., Ray, N. J., Jack, A., & Stein, J. F. (2008). Implicit learning in control, dyslexic, and garden-variety poor readers. Annals of the New York Academy of Sciences, 1145(1), 173–183. doi:10.1196/annals.1416.003
  • Strain, E., & Herdman, C. M. (1999). Imageability effects in word naming: An individual differences analysis. Canadian Journal of Experimental Psychology/Revue Canadienne De Psychologie Expérimentale, 53(4), 347–359. doi:10.1037/h0087322
  • Suzuki, W. L., & Amaral, D. G. (1994). Perirhinal and parahippocampal cortices of the macaque monkey: Cortical afferents. The Journal of Comparative Neurology, 350(4), 497–533. doi:10.1002/cne.903500402
  • Taylor, J. S. H., Rastle, K., & Davis, M. H. (2013). Can cognitive models explain brain activation during word and pseudoword reading? A meta-analysis of 36 neuroimaging studies. Psychological Bulletin, 139(4), 766–791. doi:10.1037/a0030266
  • Thiessen, E. D. (2017). Whats statistical about learning? Insights from modelling statistical learning as a set of memory processes. Philosophical Transactions of the Royal Society B: Biological Sciences, 372(1711), 20160056. doi:10.1098/rstb.2016.0056
  • Thiessen, E. D., & Erickson, L. C. (2013). Beyond word segmentation. Current Directions in Psychological Science, 22(3), 239–243. doi:10.1177/0963721413476035
  • Thiessen, E. D., Kronstein, A. T., & Hufnagle, D. G. (2015). The extraction and integration framework: A two-process account of statistical learning. Psychological Bulletin, 139(4), 792–814. doi:10.1037/a0030801
  • Treiman, R., Kessler, B., & Bick, S. (2003). Influence of consonantal context on the pronunciation of vowels: A comparison of human readers and computational models. Cognition, 88(1), 49–78. doi:10.1016/s0010-0277(03)00003-9
  • Turk-Browne, N. B., Scholl, B. J., Chun, M. M., & Johnson, M. K. (2009). Neural evidence of statistical learning: Efficient detection of visual regularities without awareness. Journal of Cognitive Neuroscience, 21(10), 1934–1945. doi:10.1162/jocn.2009.21131
  • Ullman, M. T. (2004). Contributions of memory circuits to language: The declarative/procedural model. Cognition, 92(1–2), 231–270. doi:10.1016/j.cognition.2003.10.008
  • Ullman, M. T., & Pierpont, E. I. (2005). Specific language impairment is not specific to language: The procedural deficit hypothesis. Cortex, 41(3), 399–433. doi:10.1016/s0010-9452(08)70276-4
  • Vicari, S. (2005). Do children with developmental dyslexia have an implicit learning deficit? Journal of Neurology, Neurosurgery & Psychiatry, 76(10), 1392–1397. doi:10.1136/jnnp.2004.061093
  • Vicari, S., Marotta, L., Menghini, D., Molinari, M., & Petrosini, L. (2003). Implicit learning deficit in children with developmental dyslexia. Neuropsychologia, 41(1), 108–114. doi:10.1016/s0028-3932(02)00082-9
  • Voss, J. L., & Paller, K. A. (2008). Brain substrates of implicit and explicit memory: The importance of concurrently acquired neural signals of both memory types. Neuropsychologia, 46(13), 3021–3029. doi:10.1016/j.neuropsychologia.2008.07.010
  • Wagner, A. D., Maril, A., & Schacter, D. L. (2000). Interactions between forms of memory: When priming hinders new episodic learning. Journal of Cognitive Neuroscience, 12(Suppl. 2), 52–60. doi:10.1162/089892900564064
  • Witt, A., Puspitawati, I., & Vinter, A. (2013). How explicit and implicit test instructions in an implicit learning task affect performance. PLoS ONE, 8(1). doi:10.1371/journal.pone.0053296
  • Woollams, A. M., Ralph, M. A., Madrid, G., & Patterson, K. E. (2016). Do you read how i read? Systematic individual differences in semantic reliance amongst normal readers. Frontiers in Psychology, 7. doi:10.3389/fpsyg.2016.01757
  • Yang, J., & Li, P. (2012). Brain networks of explicit and implicit learning. PLoS ONE, 7(8). doi:10.1371/journal.pone.0042993
  • Yang, Y., & Hong-Yan, B. (2011). Unilateral implicit motor learning deficit in developmental dyslexia. International Journal of Psychology, 46(1), 1–8. doi:10.1080/00207594.2010.509800
  • Yi, H., Maddox, W. T., Mumford, J. A., & Chandrasekaran, B. (2014). The role of corticostriatal systems in speech category learning. Cerebral Cortex, 26(4), 1409–1420. doi:10.1093/cercor/bhu236

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