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Volumn 25, Issue 1, 2013, Pages 1-26

Computational models of location-invariant orthographic processing

Author keywords

artificial neural networks; network coding analysis; orthographic processing; reading; supervised learning

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; COMPUTATIONAL MODEL; CONNECTION WEIGHTS; INTERMEDIATE REPRESENTATIONS; INTERNAL REPRESENTATION; LINEAR COMBINATIONS; READING; STACKED NEURAL NETWORKS;

EID: 84883489335     PISSN: 09540091     EISSN: 13600494     Source Type: Journal    
DOI: 10.1080/09540091.2013.801934     Document Type: Article
Times cited : (14)

References (48)
  • 1
    • 33749263849 scopus 로고    scopus 로고
    • Tuning of the human left fusiform gyrus to sublexical orthographic structure
    • doi:10.1016/j.neuroimage.2006.06.053
    • Binder, J. R., Medler, D. A., Westbury, C. F., Liebenthal, E. and Buchanan, L. 2006. Tuning of the human left fusiform gyrus to sublexical orthographic structure. NeuroImage, 33: 739 - 748. (doi:10.1016/j.neuroimage.2006.06.053)
    • (2006) NeuroImage , vol.33 , pp. 739-748
    • Binder, J.R.1    Medler, D.A.2    Westbury, C.F.3    Liebenthal, E.4    Buchanan, L.5
  • 2
    • 0035234509 scopus 로고    scopus 로고
    • DRC: A dual route cascaded model of visual word recognition and reading aloud
    • doi:10.1037/0033-295X.108.1.204
    • Coltheart, M., Rastle, K., Perry, C., Langdon, R. and Ziegler, J. 2001. DRC: A dual route cascaded model of visual word recognition and reading aloud. Psychological Review, 108: 204 - 256. (doi:10.1037/0033-295X.108.1.204)
    • (2001) Psychological Review , vol.108 , pp. 204-256
    • Coltheart, M.1    Rastle, K.2    Perry, C.3    Langdon, R.4    Ziegler, J.5
  • 4
    • 77951065285 scopus 로고    scopus 로고
    • Learning location invariant orthographic representations for printed words
    • doi:10.1080/09540090903085768
    • Dandurand, F., Grainger, J. and Dufau, S. 2010. Learning location invariant orthographic representations for printed words. Connection Science, 22 (1): 25 - 42. doi:10.1080/09540090903085768 (doi:10.1080/09540090903085768)
    • (2010) Connection Science , vol.22 , Issue.1 , pp. 25-42
    • Dandurand, F.1    Grainger, J.2    Dufau, S.3
  • 5
    • 84883486996 scopus 로고    scopus 로고
    • Neural networks for word recognition: Is a hidden layer necessary?
    • In: Ohlsson S., Catrambone R., editors Austin, TX, Austin, TX,: Cognitive Science Society, Presented at the CogSci
    • Dandurand, F., Hannagan, T. and Grainger, J. Neural networks for word recognition: Is a hidden layer necessary?. Proceedings of the 32nd annual conference of the cognitive science society, Edited by: Ohlsson, S. and Catrambone, R. pp. 688 - 693. Austin, TX: Cognitive Science Society. Presented at the CogSci 2010.
    • (2010) Proceedings of the 32nd annual conference of the cognitive science society , pp. 688-693
    • Dandurand, F.1    Hannagan, T.2    Grainger, J.3
  • 6
    • 77955324838 scopus 로고    scopus 로고
    • The spatial coding model of visual word identification
    • doi:10.1037/a0019738
    • Davis, C. J. 2010. The spatial coding model of visual word identification. Psychological Review, 117 (3): 713 - 758. (doi:10.1037/a0019738)
    • (2010) Psychological Review , vol.117 , Issue.3 , pp. 713-758
    • Davis, C.J.1
  • 7
    • 33746875920 scopus 로고    scopus 로고
    • Masked inhibitory priming in English: Evidence for lexical inhibition
    • doi:10.1037/0096-1523.32.3.668
    • Davis, C. J. and Lupker, S. J. 2006. Masked inhibitory priming in English: Evidence for lexical inhibition. Journal of Experimental Psychology: Human Perception and Performance, 32: 668 - 687. (doi:10.1037/0096-1523.32.3.668)
    • (2006) Journal of Experimental Psychology: Human Perception and Performance , vol.32 , pp. 668-687
    • Davis, C.J.1    Lupker, S.J.2
  • 8
    • 41149109616 scopus 로고    scopus 로고
    • Cultural recycling of cortical maps
    • doi:10.1016/j.neuron.2007.10.004
    • Dehaene, S. and Cohen, L. 2007. Cultural recycling of cortical maps. Neuron, 56 (2): 384 - 398. (doi:10.1016/j.neuron.2007.10.004)
    • (2007) Neuron , vol.56 , Issue.2 , pp. 384-398
    • Dehaene, S.1    Cohen, L.2
  • 9
    • 21344452146 scopus 로고    scopus 로고
    • The neural code for written words: A proposal
    • doi:10.1016/j.tics.2005.05.004
    • Dehaene, S., Cohen, L., Sigman, M. and Vinckier, F. 2005. The neural code for written words: A proposal. Trends in Cognitive Sciences, 9 (7): 335 - 341. (doi:10.1016/j.tics.2005.05.004)
    • (2005) Trends in Cognitive Sciences , vol.9 , Issue.7 , pp. 335-341
    • Dehaene, S.1    Cohen, L.2    Sigman, M.3    Vinckier, F.4
  • 10
    • 2542587015 scopus 로고    scopus 로고
    • Letter binding and invariant recognition of masked words: Behavioral and neuroimaging evidence
    • doi:10.1111/j.0956-7976.2004.00674.x
    • Dehaene, S., Jobert, A., Naccache, L., Ciuciu, P., Poline, J., Le Bihan, D. and Cohen, L. 2004. Letter binding and invariant recognition of masked words: Behavioral and neuroimaging evidence. Psychological Science, 15: 307 - 313. (doi:10.1111/j.0956-7976.2004.00674.x)
    • (2004) Psychological Science , vol.15 , pp. 307-313
    • Dehaene, S.1    Jobert, A.2    Naccache, L.3    Ciuciu, P.4    Poline, J.5    Le Bihan, D.6    Cohen, L.7
  • 11
    • 0037017748 scopus 로고    scopus 로고
    • The visual word form area: A prelexical representation of visual words in the fusiform gyrus
    • doi:10.1097/00001756-200203040-00015
    • Dehaene, S., Le Clec'h, G., Poline, J. B., Le Bihan, D. and Cohen, L. 2002. The visual word form area: A prelexical representation of visual words in the fusiform gyrus. Neuroreport, 13 (3): 321 - 325. (doi:10.1097/00001756-200203040-00015)
    • (2002) Neuroreport , vol.13 , Issue.3 , pp. 321-325
    • Dehaene, S.1    Le Clec'h, G.2    Poline, J.B.3    Le Bihan, D.4    Cohen, L.5
  • 12
    • 77955001703 scopus 로고    scopus 로고
    • Fast phonology and the bi-modal interactive activation model
    • doi:10.1080/09541440902834782
    • Diependaele, K., Ziegler, J. and Grainger, J. 2010. Fast phonology and the bi-modal interactive activation model. European Journal of Cognitive Psychology, 22 (5): 764 - 778. (doi:10.1080/09541440902834782)
    • (2010) European Journal of Cognitive Psychology , vol.22 , Issue.5 , pp. 764-778
    • Diependaele, K.1    Ziegler, J.2    Grainger, J.3
  • 13
    • 84867047405 scopus 로고    scopus 로고
    • How to say 'no' to a nonword: A leaky competing accumulator model of lexical decision
    • doi:10.1037/a0026948
    • Dufau, S., Grainger, J. and Ziegler, J. C. 2012. How to say 'no' to a nonword: A leaky competing accumulator model of lexical decision. Journal of Experimental Psychology: Learning, Memory, and Cognition, 38 (4): 1117 - 1128. (doi:10.1037/a0026948)
    • (2012) Journal of Experimental Psychology: Learning, Memory, and Cognition , vol.38 , Issue.4 , pp. 1117-1128
    • Dufau, S.1    Grainger, J.2    Ziegler, J.C.3
  • 14
    • 77954992820 scopus 로고    scopus 로고
    • A developmental perspective on visual word recognition: New evidence and a self-organising model
    • doi:10.1080/09541440903031230
    • Dufau, S., Lété, B., Touzet, C., Glotin, H., Ziegler, J. C. and Grainger, J. 2010. A developmental perspective on visual word recognition: New evidence and a self-organising model. European Journal of Cognitive Psychology, 22 (5): 669 - 694. (doi:10.1080/09541440903031230)
    • (2010) European Journal of Cognitive Psychology , vol.22 , Issue.5 , pp. 669-694
    • Dufau, S.1    Lété, B.2    Touzet, C.3    Glotin, H.4    Ziegler, J.C.5    Grainger, J.6
  • 15
    • 0001419757 scopus 로고
    • Distributed representations, simple recurrent networks, and grammatical structure
    • Elman, J. L. 1991. Distributed representations, simple recurrent networks, and grammatical structure. Machine Learning, 7 (2): 195 - 225.
    • (1991) Machine Learning , vol.7 , Issue.2 , pp. 195-225
    • Elman, J.L.1
  • 16
    • 33846277261 scopus 로고    scopus 로고
    • SIHGT and SUNOD: The role of orthography and phonology in the perception of transposed letter anagrams
    • doi:10.1016/j.jml.2006.11.002
    • Frankish, C. and Turner, E. 2007. SIHGT and SUNOD: The role of orthography and phonology in the perception of transposed letter anagrams. Journal of Memory and Language, 56: 189 - 211. (doi:10.1016/j.jml.2006.11.002)
    • (2007) Journal of Memory and Language , vol.56 , pp. 189-211
    • Frankish, C.1    Turner, E.2
  • 17
    • 77249152139 scopus 로고    scopus 로고
    • An adaptive resonance theory account of the implicit learning of orthographic word forms
    • doi:10.1016/j.jphysparis.2009.11.003
    • Glotin, H., Warnier, P., Dandurand, F., Dufau, S., Lété, B., Touzet, C. and Grainger, J. 2010. An adaptive resonance theory account of the implicit learning of orthographic word forms. Journal of Physiology, Paris, 104 (1-2): 19 - 26. doi:10.1016/j.jphysparis.2009.11.003 (doi:10.1016/j.jphysparis.2009.11.003)
    • (2010) Journal of Physiology, Paris , vol.104 , Issue.1-2 , pp. 19-26
    • Glotin, H.1    Warnier, P.2    Dandurand, F.3    Dufau, S.4    Lété, B.5    Touzet, C.6    Grainger, J.7
  • 18
    • 51449115114 scopus 로고    scopus 로고
    • The overlap model: A model of letter position coding
    • doi:10.1037/a0012667
    • Gomez, P., Ratcliff, R. and Perea, M. 2008. The overlap model: A model of letter position coding. Psychological Review, 115: 577 - 601. (doi:10.1037/a0012667)
    • (2008) Psychological Review , vol.115 , pp. 577-601
    • Gomez, P.1    Ratcliff, R.2    Perea, M.3
  • 19
    • 38049169170 scopus 로고    scopus 로고
    • Cracking the orthographic code: An introduction
    • doi:10.1080/01690960701578013
    • Grainger, J. 2008. Cracking the orthographic code: An introduction. Language and Cognitive Processes, 23 (1): 1 - 35. (doi:10.1080/01690960701578013)
    • (2008) Language and Cognitive Processes , vol.23 , Issue.1 , pp. 1-35
    • Grainger, J.1
  • 20
    • 0030268684 scopus 로고    scopus 로고
    • Masked orthographic and phonological priming in visual word recognition and naming: Cross-task comparisons
    • doi:10.1006/jmla.1996.0033
    • Grainger, J. and Ferrand, L. 1996. Masked orthographic and phonological priming in visual word recognition and naming: Cross-task comparisons. Journal of Memory and Language, 35 (5): 623 - 647. (doi:10.1006/jmla.1996.0033)
    • (1996) Journal of Memory and Language , vol.35 , Issue.5 , pp. 623-647
    • Grainger, J.1    Ferrand, L.2
  • 22
    • 59849089686 scopus 로고    scopus 로고
    • Watching the word go by: On the time-course of component processes in visual word recognition
    • doi:10.1111/j.1749-818X.2008.00121.x
    • Grainger, J. and Holcomb, P. J. 2009. Watching the word go by: On the time-course of component processes in visual word recognition. Language and Linguistics Compass, 3 (1): 128 - 156. (doi:10.1111/j.1749-818X.2008.00121.x)
    • (2009) Language and Linguistics Compass , vol.3 , Issue.1 , pp. 128-156
    • Grainger, J.1    Holcomb, P.J.2
  • 23
    • 33845633959 scopus 로고    scopus 로고
    • The time course of orthographic and phonological code activation
    • doi:10.1111/j.1467-9280.2006.01821.x
    • Grainger, J., Kiyonaga, K. and Holcomb, P. J. 2006. The time course of orthographic and phonological code activation. Psychological Science, 17 (12): 1021 - 1026. doi:10.1111/j.1467-9280.2006.01821.x (doi:10.1111/j.1467-9280.2006.01821.x)
    • (2006) Psychological Science , vol.17 , Issue.12 , pp. 1021-1026
    • Grainger, J.1    Kiyonaga, K.2    Holcomb, P.J.3
  • 24
    • 84858621616 scopus 로고    scopus 로고
    • Evidence for multiple routes in learning to read
    • doi:10.1016/j.cognition.2012.01.003
    • Grainger, J., Lété, B., Bertrand, D., Dufau, S. and Ziegler, J. C. 2012. Evidence for multiple routes in learning to read. Cognition, 123 (2): 280 - 292. doi: 10.1016/j.cognition.2012.01.003 (doi:10.1016/j.cognition.2012.01.003)
    • (2012) Cognition , vol.123 , Issue.2 , pp. 280-292
    • Grainger, J.1    Lété, B.2    Bertrand, D.3    Dufau, S.4    Ziegler, J.C.5
  • 26
    • 3042707434 scopus 로고    scopus 로고
    • Modeling letter position coding in printed word perception
    • In: Bonin P., editors New York, New York,: Nova Science
    • Grainger, J. and Van Heuven, W. J. B. 2003. " Modeling letter position coding in printed word perception ". In The mental lexicon, Edited by: Bonin, P. 1 - 23. New York: Nova Science.
    • (2003) The mental lexicon , pp. 1-23
    • Grainger, J.1    Van Heuven, W.J.B.2
  • 27
    • 78650599493 scopus 로고    scopus 로고
    • Broken symmetries in a location invariant word recognition network
    • doi:10.1162/NECO_a_00064
    • Hannagan, T., Dandurand, F. and Grainger, J. 2011. Broken symmetries in a location invariant word recognition network. Neural Computation, 23 (1): 251 - 283. (doi:10.1162/NECO_a_00064)
    • (2011) Neural Computation , vol.23 , Issue.1 , pp. 251-283
    • Hannagan, T.1    Dandurand, F.2    Grainger, J.3
  • 28
    • 3042856465 scopus 로고    scopus 로고
    • Computing the meanings of words in reading: Cooperative division of labor between visual and phonological processes
    • doi:10.1037/0033-295X.111.3.662
    • Harm, M. W. and 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)
    • (2004) Psychological Review , vol.111 , Issue.3 , pp. 662-720
    • Harm, M.W.1    Seidenberg, M.S.2
  • 29
    • 0024732792 scopus 로고
    • Connectionist learning procedures
    • doi:10.1016/0004-3702(89)90049-0
    • Hinton, G. E. 1989. Connectionist learning procedures. Artificial Intelligence, 40 (1-3): 185 - 234. (doi:10.1016/0004-3702(89)90049-0)
    • (1989) Artificial Intelligence , vol.40 , Issue.1-3 , pp. 185-234
    • Hinton, G.E.1
  • 30
    • 33748852900 scopus 로고    scopus 로고
    • Unsupervised discovery of nonlinear structure using contrastive backpropagation
    • doi:10.1207/s15516709cog0000_76
    • Hinton, G. E., Osindero, S., Welling, M. and Teh, Y. W. 2010. Unsupervised discovery of nonlinear structure using contrastive backpropagation. Cognitive science, 30 (4): 725 - 731. (doi:10.1207/s15516709cog0000_76)
    • (2010) Cognitive science , vol.30 , Issue.4 , pp. 725-731
    • Hinton, G.E.1    Osindero, S.2    Welling, M.3    Teh, Y.W.4
  • 31
    • 0027266879 scopus 로고
    • Constraints on plasticity in a connectionist model of the English past tense
    • doi:10.1162/jocn.1993.5.2.215
    • Marchman, V. A. 1993. Constraints on plasticity in a connectionist model of the English past tense. Journal of Cognitive Neuroscience, 5 (2): 215 - 234. (doi:10.1162/jocn.1993.5.2.215)
    • (1993) Journal of Cognitive Neuroscience , vol.5 , Issue.2 , pp. 215-234
    • Marchman, V.A.1
  • 34
    • 3342968637 scopus 로고    scopus 로고
    • Can CANISO activate CASINO? Transposed-letter similarity effects with nonadjacent letter positions
    • doi:10.1016/j.jml.2004.05.005
    • Perea, M. and Lupker, S. J. 2004. Can CANISO activate CASINO? Transposed-letter similarity effects with nonadjacent letter positions. Journal of Memory & Language, 51 (2): 231 - 246. (doi:10.1016/j.jml.2004.05.005)
    • (2004) Journal of Memory & Language , vol.51 , Issue.2 , pp. 231-246
    • Perea, M.1    Lupker, S.J.2
  • 35
    • 0033126810 scopus 로고    scopus 로고
    • The role of letter identity and letter position in orthographic priming
    • doi:10.3758/BF03205539
    • Peressotti, F. and Grainger, J. 1999. The role of letter identity and letter position in orthographic priming. Perception & Psychophysics, 61: 691 - 706. (doi:10.3758/BF03205539)
    • (1999) Perception & Psychophysics , vol.61 , pp. 691-706
    • Peressotti, F.1    Grainger, J.2
  • 36
    • 34248591190 scopus 로고    scopus 로고
    • Nested incremental modeling in the development of computational theories: The CDP+ model of reading aloud
    • doi:10.1037/0033-295X.114.2.273
    • Perry, C., Ziegler, J. C. and Zorzi, M. 2007. Nested incremental modeling in the development of computational theories: The CDP+ model of reading aloud. Psychological Review, 114: 273 - 315. (doi:10.1037/0033-295X.114.2.273)
    • (2007) Psychological Review , vol.114 , pp. 273-315
    • Perry, C.1    Ziegler, J.C.2    Zorzi, M.3
  • 37
    • 0029691655 scopus 로고    scopus 로고
    • Understanding normal and impaired word reading: Computational principles in quasi-regular domains
    • doi:10.1037/0033-295X.103.1.56
    • Plaut, D. C., McClelland, J. L., Seidenberg, M. S. and Patterson, K. 1996. Understanding normal and impaired word reading: Computational principles in quasi-regular domains. Psychological Review, 103: 56 - 115. (doi:10.1037/0033-295X.103.1.56)
    • (1996) Psychological Review , vol.103 , pp. 56-115
    • Plaut, D.C.1    McClelland, J.L.2    Seidenberg, M.S.3    Patterson, K.4
  • 39
    • 3042703310 scopus 로고    scopus 로고
    • Letter position coding in printed word perception: Effects of repeated and transposed letters
    • doi:10.1080/01690960344000198
    • Schoonbaert, S. and Grainger, J. 2004. Letter position coding in printed word perception: Effects of repeated and transposed letters. Language and Cognitive Processes, 19: 333 - 367. (doi:10.1080/01690960344000198)
    • (2004) Language and Cognitive Processes , vol.19 , pp. 333-367
    • Schoonbaert, S.1    Grainger, J.2
  • 40
    • 0025380094 scopus 로고
    • Priming word recognition with orthographic neighbours: Effects of relative prime-target frequency
    • doi:10.1037/0096-1523.16.1.65
    • Segui, J. and Grainger, J. 1990. Priming word recognition with orthographic neighbours: Effects of relative prime-target frequency. Journal of Experimental Psychology: Human Perception and Performance, 16: 65 - 76. (doi:10.1037/0096-1523.16.1.65)
    • (1990) Journal of Experimental Psychology: Human Perception and Performance , vol.16 , pp. 65-76
    • Segui, J.1    Grainger, J.2
  • 41
    • 0024747015 scopus 로고
    • A distributed, developmental model of word recognition and naming
    • doi:10.1037/0033-295X.96.4.523
    • Seidenberg, M. S. and 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)
    • (1989) Psychological Review , vol.96 , Issue.4 , pp. 523-568
    • Seidenberg, M.S.1    McClelland, J.L.2
  • 42
    • 0000383868 scopus 로고
    • Parallel networks that learn to pronounce English text
    • Sejnowski, T. J. and Rosenberg, C. R. 1987. Parallel networks that learn to pronounce English text. Complex Systems, 1 (1): 145 - 168.
    • (1987) Complex Systems , vol.1 , Issue.1 , pp. 145-168
    • Sejnowski, T.J.1    Rosenberg, C.R.2
  • 43
    • 0035345375 scopus 로고    scopus 로고
    • The computational exploration of visual word recognition in a split model
    • doi:10.1162/08997660151134370
    • Shillcock, R. and Monaghan, P. 2001. The computational exploration of visual word recognition in a split model. Neural Computation, 13: 1171 - 1198. (doi:10.1162/08997660151134370)
    • (2001) Neural Computation , vol.13 , pp. 1171-1198
    • Shillcock, R.1    Monaghan, P.2
  • 44
    • 0038660438 scopus 로고    scopus 로고
    • Letter visibility and the viewing position effect in visual word recognition
    • doi:10.3758/BF03194790
    • Stevens, M. and Grainger, J. 2003. Letter visibility and the viewing position effect in visual word recognition. Perception & Psychophysics, 65 (1): 133 - 151. (doi:10.3758/BF03194790)
    • (2003) Perception & Psychophysics , vol.65 , Issue.1 , pp. 133-151
    • Stevens, M.1    Grainger, J.2
  • 45
    • 59849093126 scopus 로고    scopus 로고
    • Serial position effects in the identification of letters, digits, and symbols
    • doi:10.1037/a0013027
    • Tydgat, I. and Grainger, J. 2009. Serial position effects in the identification of letters, digits, and symbols. Journal of Experimental Psychology: Human Perception and Performance, 35 (2): 480 - 498. (doi:10.1037/a0013027)
    • (2009) Journal of Experimental Psychology: Human Perception and Performance , vol.35 , Issue.2 , pp. 480-498
    • Tydgat, I.1    Grainger, J.2
  • 46
    • 34347236538 scopus 로고    scopus 로고
    • Hierarchical coding of letter strings in the ventral stream: Dissecting the inner organization of the visual word-form system
    • doi:10.1016/j.neuron.2007.05.031
    • Vinckier, F., Dehaene, S., Jobert, A., Dubus, J. P., Sigman, M. and Cohen, L. 2007. Hierarchical coding of letter strings in the ventral stream: Dissecting the inner organization of the visual word-form system. Neuron, 55 (1): 143 - 156. (doi:10.1016/j.neuron.2007.05.031)
    • (2007) Neuron , vol.55 , Issue.1 , pp. 143-156
    • Vinckier, F.1    Dehaene, S.2    Jobert, A.3    Dubus, J.P.4    Sigman, M.5    Cohen, L.6
  • 47
    • 80052630296 scopus 로고    scopus 로고
    • The impact of letter spacing on reading: A test of the bigram coding hypothesis
    • Retrieved from www.journalofvision.org/content/11/6/8.short (doi:10.1167/11.6.8)
    • Vinckier, F., Qiao, E., Pallier, C., Dehaene, S. and Cohen, L. 2011. The impact of letter spacing on reading: A test of the bigram coding hypothesis. Journal of Vision, 11 (6): 1 - 21. Retrieved from http://www.journalofvision.org www.journalofvision.org/content/11/6/8.short (doi:10.1167/11.6.8)
    • (2011) Journal of Vision , vol.11 , Issue.6 , pp. 1-21
    • Vinckier, F.1    Qiao, E.2    Pallier, C.3    Dehaene, S.4    Cohen, L.5
  • 48
    • 0035378032 scopus 로고    scopus 로고
    • How the brain encodes the order of letters in a printed word: The SERIOL model and selective literature review
    • doi:10.3758/BF03196158
    • Whitney, C. 2001. How the brain encodes the order of letters in a printed word: The SERIOL model and selective literature review. Psychonomic Bulletin & Review, 8: 221 - 243. (doi:10.3758/BF03196158)
    • (2001) Psychonomic Bulletin & Review , vol.8 , pp. 221-243
    • Whitney, C.1


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