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Original Articles

Overcoming Memory Limitations in Rule Learning

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Pages 130-148 | Published online: 08 Apr 2011

REFERENCES

  • Aslin , R. , Saffran , J. and Newport , E. 1998 . Computation of conditional probability statistics by 8-month-old infants . Psychological Science , 9 : 321 – 324 .
  • Baddeley , A. 1987 . Working memory , Oxford, , UK : Oxford University Press .
  • Baddeley , A. , Thomson , N. and Buchanan , M. 1975 . Word length and the structure of short-term memory . Journal of Verbal Learning and Verbal Behavior , 14 ( 6 ) : 575 – 589 .
  • Bannard , C. , Lieven , E. and Tomasello , M. 2009 . Modeling children's early grammatical knowledge . Proceedings of the National Academy of Sciences , 106 ( 41 ) : 17284
  • Bates , E. and Elman , J. 1996 . Learning rediscovered . Science , 274 : 1849 – 1850 .
  • Boutla , M. , Supalla , T. , Newport , E. and Bavelier , D. 2004 . Short-term memory span: Insights from sign language . Nature Neuroscience , 7 ( 9 ) : 997 – 1002 .
  • Braine , M. 1987 . What is learned in acquiring word classes: A step toward an acquisition theory . Mechanisms of Language Acquisition , : 65 – 87 .
  • Brooks , P. , Braine , M. , Cajalano , L. and Brody , R. 1993 . Acquisition of gender-like noun subclasses in an artificial language: The contribution of phonological markers to learning . Journal of Memory and Language , 32 : 76 – 76 .
  • Cliff , N. 1993 . Dominance statistics: Ordinal analyses to answer ordinal questions . Psychological Bulletin , 114 : 494 – 509 .
  • Dawson , C. and Gerken , L. 2009 . From domain-generality to domain-sensitivity: 4-month-olds learn an abstract repetition rule in music that 7-month-olds do not . Cognition , 111 ( 3 ) : 378 – 382 .
  • Endress , A. and Bonatti , L. 2007 . Rapid learning of syllable classes from a perceptually continuous speech stream . Cognition , 105 : 247 – 299 .
  • Endress , A. , Dehaene-Lambertz , G. and Mehler , J. 2007 . Perceptual constraints and the learnability of simple grammars . Cognition , 105 ( 3 ) : 577 – 614 .
  • Endress , A. and 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 : 351 – 367 .
  • Endress , A. , Scholl , B. and Mehler , J. 2005 . The role of salience in the extraction of algebraic rules . Journal of Experimental Psychology: General , 134 : 406 – 419 .
  • Fiser , J. and Aslin , R. 2002 . Statistical learning of new visual feature combinations by infants . Proceedings of the National Academy of Sciences of the United States of America , 99 ( 24 ) : 15822
  • Frank , M. C. , Goldwater , S. , Griffiths , T. and Tenenbaum , J. B. 2010 . Modeling human performance in statistical word segmentation . Cognition , 117 : 107 – 125 .
  • Frank , M. C. , Ichinco , D. and Tenenbaum , J. Principles of generalization for learning sequential structure in language . Proceedings of the 30th Annual Meeting of the Cognitive Science Society .
  • Frank , M. C. , Slemmer , J. , Marcus , G. and Johnson , S. 2009 . Information from multiple modalities helps five-month-olds learn abstract rules . Developmental Science , 12 : 504 – 509 .
  • Frank , M. C. and Tenenbaum , J. B. in press . Three ideal observer models of rule learning in simple languages . Cognition ,
  • Gerken , L. , Wilson , R. and Lewis , W. 2005 . Infants can use distributional cues to form syntactic categories . Journal of Child Language , 32 ( 02 ) : 249 – 268 .
  • Gervain , J. , Macagno , F. , Cogoi , S. , Peña , M. and Mehler , J. 2008 . The neonate brain detects speech structure . Proceedings of the National Academy of Sciences , 105 ( 37 ) : 14222
  • Goldberg , A. 2003 . Constructions: a new theoretical approach to language . Trends in Cognitive Sciences , 7 ( 5 ) : 219 – 224 .
  • Gómez , R. 2002 . Variability and detection of invariant structure . Psychological Science , : 431 – 436 .
  • Gómez , R. and Gerken , L. 1999 . Artificial grammar learning by 1-year-olds leads to specific and abstract knowledge . Cognition , 70 : 109 – 135 .
  • Gómez , R. and Gerken , L. 2000 . Infant artificial language learning and acquisition learning . Trends in Cognitive Science , 4 : 178 – 186 .
  • Gomez , R. L. , Gerken , L. A. and Schvaneveldt , R. W. 2000 . The basis of transfer in artificial grammar learning . Memory and Cognition , 28 : 253 – 263 .
  • Hauser , M. , Newport , E. and Aslin , R. 2001 . Segmentation of the speech stream in a non-human primate: Statistical learning in cotton-top tamarins . Cognition , 78 ( 3 ) : 53 – 64 .
  • Hutchins , E. 1995 . How a cockpit remembers its speeds . Cognitive Science , 19 : 265 – 288 .
  • Johnson , S. , Fernandes , K. , Frank , M. , Kirkham , N. , Marcus , G. , Rabagliati , H. and Slemmer , J. A. 2009 . Abstract rule learning for visual sequences in 8-and 11-month-olds . Infancy , 14 : 2 – 18 .
  • Kirkham , N. , Slemmer , J. and Johnson , S. 2002 . Visual statistical learning in infancy: Evidence for a domain general learning mechanism . Cognition , 83 ( 2 ) : 35 – 42 .
  • Kuhl , P. 2004 . Early language acquisition: cracking the speech code . Nature Reviews Neuroscience , 5 : 831 – 843 .
  • Marcus , G. , Fernandes , K. and Johnson , S. 2007 . Infant rule learning facilitated by speech . Psychological Science , 18 : 387
  • Marcus , G. , Vijayan , S. , Bandi Rao , S. and Vishton , P. 1999 . Rule learning by seven-month-old infants . Science , 283 : 77
  • Mintz , T. 2002 . Category induction from distributional cues in an artificial language . Memory and Cognition , 30 : 678 – 686 .
  • Morgan , J. and Newport , E. 1981 . The role of constituent structure in the induction of an artificial language . Journal of Verbal Learning & Verbal Behavior , 20 ( 1 ) : 67 – 85 .
  • Murdock , B. 1962 . The serial position effect of free recall . Journal of Experimental Psychology , 10 : 20 – 21 .
  • Newport , E. 1990 . Maturational constraints on language learning . Cognitive Science , 14 : 11 – 28 .
  • Perruchet , P. and Vinter , A. 1998 . PARSER: A model for word segmentation . Journal of Memory and Language , 39 : 246 – 263 .
  • Saffran , J. , Aslin , R. and Newport , E. 1996a . Statistical learning by 8-month-old infants . Science , 274 : 1926
  • Saffran , J. , Aslin , R. and Newport , E. 1996b . Word segmentation: The role of distributional cues . Journal of Memory and Language , 35 : 376
  • Saffran , J. , Pollak , S. , Seibel , R. and Shkolnik , A. 2007 . Dog is a dog is a dog: Infant rule learning is not specific to language . Cognition , 105 ( 3 ) : 669 – 680 .
  • Servan-Schreiber , E. and Anderson , J. 1990 . Learning artificial grammars with competitive chunking . Journal of Experimental Psychology: Learning, Memory, & Cognition , 16 : 592 – 608 .
  • Smith , K. 1966 . Grammatical intrusions in the recall of structured letter pairs: Mediated transfer or position learning? . Journal of Experimental Psychology , 72 : 580 – 588 .
  • Smith , L. and Yu , C. 2008 . Infants rapidly learn word-referent mappings via cross-situational statistics . Cognition , 106 : 1558 – 1568 .
  • Tomasello , M. 2003 . Constructing a language: A usage-based account of language acquisition , Cambridge, MA : Harvard University Press .
  • Vouloumanos , A. 2008 . Fine-grained sensitivity to statistical information in adult word learning . Cognition , 107 : 729 – 742 .
  • Yu , C. and Smith , L. 2007 . Rapid word learning under uncertainty via cross-situational statistics . Psychological Science , 18 : 414

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