Testing computational models of letter perception with item-level event-related potentials

REFERENCES

• American Clinical Neurophysiology Society . 2006 . Guideline 5: Guidelines for standard electrode position nomenclature . Journal of Clinical Neurophysiology , 23 : 107 – 110 .
   PubMedGoogle Scholar
• Ans , B. , Carbonnel , S. and Valdois , S. 1998 . A connectionist multiple-trace memory model for polysyllabic word reading . Psychological Review , 105 : 678 – 723 .
   PubMed Web of Science ®Google Scholar
• Arguin , M. and Bub , D. 1995 . Priming and response selection processes in letter classification and identification tasks . Journal of Experimental Psychology: Human Perception & Performance , 21 : 1199 – 1219 .
   Web of Science ®Google Scholar
• Bentin , S. , Allison , T. , Puce , A. , Perez , A. and McCarthy , G. 1996 . Electrophysiological studies of face perception in humans . Journal of Cognitive Neuroscience , 8 : 551 – 565 .
   PubMed Web of Science ®Google Scholar
• Bowers , J. S. , Vigliocco , G. and Haan , R. 1998 . Orthographic, phonological, and articulatory contributions to masked letter and word priming . Journal of Experimental Psychology: Human Perception & Performance , 24 : 1705 – 1719 .
   PubMed Web of Science ®Google Scholar
• Braun , M. , Jacobs , A. M. , Hahne , A. , Ricker , B. , Hofmann , M. and Hutzler , F. 2006 . Model-generated lexical activity predicts graded ERP amplitudes in lexical decision . Brain Research , 1073–1074 : 431 – 439 .
   PubMed Web of Science ®Google Scholar
• Bullier , J. 2001 . Integrated model of visual processing . Brain Research Reviews , 36 : 96 – 107 .
   PubMed Web of Science ®Google Scholar
• Coltheart , M. , Rastle , K. , Perry , C. , Langdon , R. and Ziegler , J. C. 2001 . DRC: A dual route cascaded model of visual word recognition and reading aloud . Psychological Review , 108 : 204 – 256 .
   PubMed Web of Science ®Google Scholar
• Courrieu , P. , Farioli , F. and Grainger , J. 2004 . Inverse discrimination time as a perceptual distance for alphabetic characters . Visual Cognition , 11 : 901 – 919 .
   Web of Science ®Google Scholar
• Dehaene , S. , Cohen , L. , Sigman , M. and Vinckier , F. 2005 . The neural code for written words: A proposal . Trends in Cognitive Sciences , 9 : 335 – 341 .
   PubMed Web of Science ®Google Scholar
• Felleman , D. J. and Van Essen , D. C. 1991 . Distributed hierarchical processing in the primate cerebral cortex . Cerebral Cortex , 1 : 1 – 47 .
   PubMed Web of Science ®Google Scholar
• Grainger , J. and Jacobs , A. M. 1991 . Masked constituent letter priming in an alphabetic decision task . European Journal of Cognitive Psychology , 3 : 413 – 434 .
   Google Scholar
• Grainger , J. and Jacobs , A. M. 1996 . Orthographic processing in visual word recognition: A multiple read-out model . Psychological Review , 103 : 518 – 565 .
   PubMed Web of Science ®Google Scholar
• Grainger , J. , Rey , A. and Dufau , S. in press . Letter perception: From pixels to pandemonium . Trends in Cognitive Sciences ,
   Google Scholar
• Harm , M. W. and Seidenberg , M. S. 1999 . Phonology, reading acquisition and dyslexia: Insights from connectionist models . Psychological Review , 106 : 491 – 528 .
   PubMed Web of Science ®Google Scholar
• 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 : 662 – 720 .
   PubMed Web of Science ®Google Scholar
• Jacobs , A. M. and Grainger , J. 1991 . Automatic letter priming in an alphabetic decision task . Perception & Psychophysics , 49 : 43 – 52 .
   PubMed Web of Science ®Google Scholar
• Jacobs , A. M. and Grainger , J. 1992 . Testing a semistochastic variant of the interactive activation model in different word recognition experiments . Journal of Experimental Psychology: Human Perception and Performance , 18 : 1174 – 1188 .
   PubMed Web of Science ®Google Scholar
• Jacobs , A. M. , Grainger , J. and Ferrand , L. 1995 . The incremental priming technique: A method for determining within-condition priming effects . Perception & Psychophysics , 57 : 1101 – 1110 .
   PubMed Web of Science ®Google Scholar
• Jacobs , A. M. , Rey , A. , Ziegler , J. C. and Grainger , J. 1998 . “ MROM-P: An interactive activation, multiple read-out model of orthographic and phonological processes in visual word recognition ” . In Symbolic connectionist approaches to human cognition , Edited by: Grainger , J. and Jacobs , A. M. 147 – 188 . Hillsdale, NJ : Lawrence Erlbaum Associates .
   Google Scholar
• Jeffreys , D. A. 1996 . Evoked potential studies of face and object processing . Visual Cognition , 3 : 1 – 38 .
   Web of Science ®Google Scholar
• Johnson , J. S. and Olshausen , B. A. 2005 . The earliest EEG signatures of object recognition in a cued-target task are postsensory . Journal of Vision , 5 : 299 – 312 .
   PubMed Web of Science ®Google Scholar
• Kreiman , G. , Koch , C. and Fried , I. 2000 . Category specific visual responses of single neurons in the human medial temporal lobe . Nature Neuroscience , 3 : 946 – 953 .
   PubMed Web of Science ®Google Scholar
• Large , M. E. , Kiss , I. and McMullen , P. A. 2004 . Electrophysiological correlates of object categorization: Back to basics . Cognitive Brain Research , 20 : 415 – 426 .
   PubMedGoogle Scholar
• Larsen , A. and Bundesen , C. 1996 . A template-matching pandemonium recognizes unconstrained written characters with high accuracy . Memory and Cognition , 24 : 136 – 143 .
   PubMedGoogle Scholar
• Liu , J. , Harris , A. and Kanwisher , N. 2002 . Stages of processing in face perception: An MEG study . Nature Neuroscience , 5 : 910 – 916 .
   PubMed Web of Science ®Google Scholar
• Logothetis , N. K. , Pauls , J. and Poggio , T. 1995 . Shape representation in the inferior temporal cortex of monkeys . Current Biology , 5 : 552 – 563 .
   PubMed Web of Science ®Google Scholar
• Low , A. , Bentin , S. , Rockstroh , B. , Silberman , Y. , Gomolla , A. Cohen , R. 2003 . Semantic categorization in the human brain: Spatiotemporal dynamics revealed by magnetoencephalography . Psychological Science , 14 : 367 – 372 .
   Google Scholar
• McClelland , J. L. and Rumelhart , D. E. 1981 . An interactive activation model of context effects in letter perception: Part 1. An account of basic findings . Psychological Review , 88 : 375 – 407 .
   Web of Science ®Google Scholar
• Mueller , S. T. , Weidemann , C. and Shiffrin , R. M. 2008 . Alphabetic letter similarity matrices: Effects of bias, perceivability, similarity and evidence discounting , Manuscript submitted for publication
   Google Scholar
• Page , M. P. A. 2000 . Connectionist modelling in psychology: A localist manifesto . Behavioral and Brain Sciences , 23 : 443 – 467 .
   PubMed Web of Science ®Google Scholar
• Perrett , D. I. , Rolls , E. T. and Caan , W. 1982 . Visual neurons responsive to faces in the monkey temporal cortex . Experimental Brain Research , 47 : 329 – 342 .
   PubMed Web of Science ®Google Scholar
• 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 .
   PubMed Web of Science ®Google Scholar
• Petit , J. P. and Grainger , J. 2002 . Masked partial priming of letter perception . Visual Cognition , 9 : 337 – 354 .
   Web of Science ®Google Scholar
• Petit , J. P. , Midgley , K. J. , Holcomb , P. J. and Grainger , J. 2006 . On the time-course of letter perception: A masked priming ERP investigation . Psychonomic Bulletin & Review , 13 : 674 – 681 .
   PubMed Web of Science ®Google Scholar
• 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 .
   PubMed Web of Science ®Google Scholar
• Quiroga , R. Q. , Reddy , L. , Kreiman , G. , Koch , C. and Fried , I. 2005 . Invariant visual representation by single neurons in the human brain . Nature , 435 : 1102 – 1107 .
   PubMed Web of Science ®Google Scholar
• Rey , A. and Schiller , N. O. 2006 . A case of normal word reading but impaired letter naming . Journal of Neurolinguistics , 19 : 87 – 95 .
   Google Scholar
• Rolls , E. T. 2000 . Functions of the primate temporal lobe cortical visual areas in invariant visual object and face recognition . Neuron , 27 : 205 – 218 .
   PubMed Web of Science ®Google Scholar
• Rolls , E. T. 2007 . A computational neuroscience approach to consciousness . Neural Networks , 20 : 962 – 982 .
   PubMedGoogle Scholar
• Rugg , M. D. , Doyle , M. C. and Wells , T. 1995 . Word and nonword repetition within-modality and across-modality—an event-related potential study . Journal of Cognitive Neuroscience , 7 : 209 – 227 .
   PubMed Web of Science ®Google Scholar
• Rumelhart , D. E. and Siple , P. 1974 . The process of recognizing tachistoscopically presented words . Psychological Review , 81 : 99 – 118 .
   PubMed Web of Science ®Google Scholar
• Schendan , H. E. , Ganis , G. and Kutas , M. 1998 . Neurophysiological evidence for visual perceptual categorization of words and faces within 150 ms . Psychophysiology , 35 : 240 – 251 .
   PubMed Web of Science ®Google Scholar
• Schutter , D. J. L. G. , Leitner , C. , Kenemans , J. L. and van Honk , J. 2006 . Electrophysiological correlates of cortico-subcortical interaction: A cross-frequency spectral EEG analysis . Clinical Neurophysiology , 117 : 381 – 387 .
   PubMed Web of Science ®Google Scholar
• Shevtsova , N. and Reggia , J. A. 1999 . A neural network model of lateralization during letter identification . Journal of Cognitive Neuroscience , 11 : 167 – 181 .
   PubMed Web of Science ®Google Scholar
• Shevtsova , N. and Reggia , J. A. 2000 . Interhemispheric effects of simulated lesions in a neural model of letter identification . Brain & Cognition , 44 : 557 – 603 .
   Google Scholar
• Shevtsova , N. and Reggia , J. A. 2002 . Effects of callosal lesions in a model of letter perception . Cognitive, Affective, & Behavioral Neuroscience , 2 : 37 – 51 .
   PubMedGoogle Scholar
• Tarkiainen , A. , Cornelissen , P. L. and Salmelin , R. 2002 . Dynamics of visual feature analysis and object-level processing in face versus letter-string perception . Brain , 125 : 1125 – 1136 .
   PubMed Web of Science ®Google Scholar
• Tarkiainen , A. , Helenius , P. , Hansen , P. C. , Cornelissen , P. L. and Salmelin , R. 1999 . Dynamics of letter string perception in the human occipitotemporal cortex . Brain , 122 : 2119 – 2131 .
   PubMed Web of Science ®Google Scholar
• Thorpe , S. J. , Fize , D. and Marlot , C. 1996 . Speed of processing in the human visual system . Nature , 381 : 520 – 522 .
   PubMed Web of Science ®Google Scholar
• Van Essen , D. C. 2005 . Corticocortical and thalamocortical information flow in the primate visual system . Progress in Brain Research , 149 : 173 – 185 .
   PubMed Web of Science ®Google Scholar
• VanRullen , R. 2007 . The power of the feed-forward sweep . Advances in Cognitive Psychology , 3 : 167 – 176 .
   Google Scholar
• Ziegler , J. , Ferrand , L. , Jacobs , A. M. , Rey , A. and Grainger , J. 2000 . Visual and phonological codes in letter and word recognition: Evidence from incremental priming . Quarterly Journal of Experimental Psychology , 53A : 671 – 692 .
   Web of Science ®Google Scholar
• Ziegler , J. C. , Rey , A. and Jacobs , A. M. 1998 . Simulating individual word identification thresholds and errors in the fragmentation task . Memory & Cognition , 26 : 490 – 501 .
   PubMed Web of Science ®Google Scholar