What’s magic about magic numbers? Chunking and data compression in short-term memory

[1]  F. Mathy,et al.  Retention-error patterns in complex alphanumeric serial-recall tasks , 2013, Memory.

[2]  Fabien Mathy,et al.  Chunking memory span of categorizable stimuli varying in number, order and compressibility , 2012 .

[3]  Noam Chomsky,et al.  Poverty of the Stimulus Revisited , 2011, Cogn. Sci..

[4]  Benoît Lemaire,et al.  MDLChunker: A MDL-Based Cognitive Model of Inductive Learning , 2011, Cogn. Sci..

[5]  Susan M. Courtney,et al.  Binding serial order to representations in working memory: a spatial/verbal dissociation , 2011, Memory & cognition.

[6]  Scoring methods and the predictive ability of working memory tasks , 2010, Behavior research methods.

[7]  Nelson Cowan,et al.  With development, list recall includes more chunks, not just larger ones. , 2010, Developmental psychology.

[8]  Robert Sekuler,et al.  Chunking and Compound Cueing of Movement Sequences: Learning, Retention, and Transfer , 2010, Perceptual and motor skills.

[9]  David Chichka,et al.  Chunking in spatial memory. , 2010, Journal of experimental psychology. Learning, memory, and cognition.

[10]  M. Blair,et al.  Sequential Performance in Young and Older Adults: Evidence of Chunking and Inhibition , 2010, Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition.

[11]  Emmanuel M. Pothos,et al.  An Entropy Model for Artificial Grammar Learning , 2010, Front. Psychology.

[12]  N. Cowan,et al.  The Magical Mystery Four , 2010, Current directions in psychological science.

[13]  Darren J Edwards,et al.  Task-relevant chunking in sequence learning. , 2010, Journal of experimental psychology. Human perception and performance.

[14]  K. Okanoya,et al.  Perceptual chunking in the self-produced songs of Bengalese finches (Lonchura striata var. domestica) , 2010, Animal Cognition.

[15]  Timothy F. Brady,et al.  Compression in visual working memory: using statistical regularities to form more efficient memory representations. , 2009, Journal of experimental psychology. General.

[16]  Nelson Cowan,et al.  Investigating the childhood development of working memory using sentences: new evidence for the growth of chunk capacity. , 2009, Journal of experimental child psychology.

[17]  Willem B Verwey,et al.  Motor Learning and Chunking in Dyslexia , 2009, Journal of motor behavior.

[18]  Nelson Cowan,et al.  Core verbal working-memory capacity: The limit in words retained without covert articulation , 2009, Quarterly journal of experimental psychology.

[19]  Benoît Lemaire,et al.  MDLChunker: a MDL-based Model of Word Segmentation , 2009 .

[20]  S. Luck,et al.  Discrete fixed-resolution representations in visual working memory , 2008, Nature.

[21]  Leonie M Miller,et al.  A constrained Rasch model of trace redintegration in serial recall , 2008, Memory & cognition.

[22]  Richard L. Lewis,et al.  The mind and brain of short-term memory. , 2008, Annual review of psychology.

[23]  S. Farrell Multiple roles for time in short-term memory: evidence from serial recall of order and timing. , 2008, Journal of experimental psychology. Learning, memory, and cognition.

[24]  R. Engle,et al.  On the division of short-term and working memory: an examination of simple and complex span and their relation to higher order abilities. , 2007, Psychological bulletin.

[25]  Gordon D. A. Brown,et al.  A temporal ratio model of memory. , 2007, Psychological review.

[26]  P. Barrouillet,et al.  Time and cognitive load in working memory. , 2007, Journal of experimental psychology. Learning, memory, and cognition.

[27]  Emmanuel M. Pothos,et al.  The Simplicity and Power model for inductive inference , 2006, Artificial Intelligence Review.

[28]  Klaus Oberauer,et al.  A formal model of capacity limits in working memory , 2006 .

[29]  Benjamin A. Clegg,et al.  Stimulus and response chunking in the Hebb Digits task , 2006, Psychological research.

[30]  S. B. Fountain,et al.  Chunking, rule learning, and multiple item memory in rat interleaved serial pattern learning , 2006 .

[31]  P. Perruchet,et al.  Implicit learning and statistical learning: one phenomenon, two approaches , 2006, Trends in Cognitive Sciences.

[32]  Andrea M Philipp,et al.  Chunking in Task Sequences Modulates Task Inhibition , 2006, Psychological science.

[33]  N. Cowan,et al.  Chunk limits and length limits in immediate recall: a reconciliation. , 2005, Journal of experimental psychology. Learning, memory, and cognition.

[34]  Michael F. Bunting,et al.  Working memory span tasks: A methodological review and user’s guide , 2005, Psychonomic bulletin & review.

[35]  J. Bain,et al.  PSYCHOLOGICAL SCIENCE Research Article How Many Variables Can Humans Process? , 2022 .

[36]  Fernand Gobet,et al.  Chunks in expert memory: Evidence for the magical number four … or is it two? , 2004, Memory.

[37]  Gordon D. A. Brown,et al.  Time does not cause forgetting in short-term serial recall , 2004, Psychonomic bulletin & review.

[38]  J. Feldman How surprising is a simple pattern? Quantifying “Eureka!” , 2004, Cognition.

[39]  Nelson Cowan,et al.  Constant Capacity in an Immediate Serial-Recall Task , 2004, Psychological science.

[40]  Gordon D Logan,et al.  Working memory, task switching, and executive control in the task span procedure. , 2004, Journal of experimental psychology. General.

[41]  P. Barrouillet,et al.  Time constraints and resource sharing in adults' working memory spans. , 2004, Journal of experimental psychology. General.

[42]  J. Gerard Wolff,et al.  Information Compression by Multiple Alignment, Unification and Search as a Unifying Principle in Computing and Cognition , 2003, Artificial Intelligence Review.

[43]  Eric B. Baum,et al.  What is thought? , 2003 .

[44]  Alan D Baddeley,et al.  List composition and the word length effect in immediate recall: A comparison of localist and globalist assumptions , 2003, Psychonomic bulletin & review.

[45]  N. Chater,et al.  Similarity as transformation , 2003, Cognition.

[46]  N. Chater,et al.  Simplicity: a unifying principle in cognitive science? , 2003, Trends in Cognitive Sciences.

[47]  Nick Chater,et al.  A simplicity principle in unsupervised human categorization , 2002, Cogn. Sci..

[48]  R. Nickerson,et al.  The production and perception of randomness. , 2002, Psychological review.

[49]  M. Maybery,et al.  Grouping in short-term verbal memory: Is position coded temporally? , 2002, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[50]  S. Lewandowsky,et al.  An endogenous distributed model of ordering in serial recall , 2002, Psychonomic bulletin & review.

[51]  R. Engle Working Memory Capacity as Executive Attention , 2002 .

[52]  J. S. Nairne Remembering over the short-term: the case against the standard model. , 2002, Annual review of psychology.

[53]  J. Pine,et al.  Chunking mechanisms in human learning , 2001, Trends in Cognitive Sciences.

[54]  N. Cowan The magical number 4 in short-term memory: A reconsideration of mental storage capacity , 2001, Behavioral and Brain Sciences.

[55]  Jacob Feldman,et al.  Minimization of Boolean complexity in human concept learning , 2000, Nature.

[56]  Gordon D. A. Brown,et al.  Children's serial recall errors: implications for theories of short-term memory development. , 2000, Journal of experimental child psychology.

[57]  G D Brown,et al.  Oscillator-based memory for serial order. , 2000, Psychological review.

[58]  J. Vousden,et al.  Adult age differences in short-term memory for serial order: data and a model. , 1999, Psychology and aging.

[59]  S. Lewandowsky Redintegration and Response Suppression in Serial Recall: A Dynamic Network Model , 1999 .

[60]  N. Burgess,et al.  Memory for serial order: A network model of the phonological loop and its timing , 1999 .

[61]  S. Phillips,et al.  Processing capacity defined by relational complexity: implications for comparative, developmental, and cognitive psychology. , 1998, The Behavioral and brain sciences.

[62]  D. Norris,et al.  The primacy model: a new model of immediate serial recall. , 1998, Psychological review.

[63]  R. Henson Short-Term Memory for Serial Order: The Start-End Model , 1998, Cognitive Psychology.

[64]  C. Lebiere,et al.  An integrated theory of list memory. , 1998 .

[65]  Uwe Schöning,et al.  Gems of Theoretical Computer Science , 1998, Springer Berlin Heidelberg.

[66]  Edward K. Vogel,et al.  The capacity of visual working memory for features and conjunctions , 1997, Nature.

[67]  Michael Matessa,et al.  A Production System Theory of Serial Memory , 1997 .

[68]  N. Burgess,et al.  Temporal Grouping Effects in Immediate Recall: A Working Memory Analysis , 1996 .

[69]  D. Norris,et al.  THE QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 1996, 49A (1), 80 ± 115 Unchained Memory: Error Patterns Rule out Chaining Models of Immediate Serial Recall , 2022 .

[70]  I Neath,et al.  Word-length effects in immediate memory: Overwriting trace decay theory , 1995, Psychonomic bulletin & review.

[71]  K. A. Ericsson,et al.  Long-term working memory. , 1995, Psychological review.

[72]  W. Kintsch,et al.  Introduction to the 100th anniversary issue of the Psychological Review , 1994 .

[73]  R. Nosofsky,et al.  Seven plus or minus two: a commentary on capacity limitations. , 1994, Psychological review.

[74]  A. Baddeley The magical number seven: still magic after all these years? , 1994, Psychological review.

[75]  Ming Li,et al.  An Introduction to Kolmogorov Complexity and Its Applications , 2019, Texts in Computer Science.

[76]  Nelson Cowan,et al.  The role of verbal output time in the effects of word length on immediate memory. , 1992 .

[77]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[78]  Pierre Perruchet,et al.  Synthetic grammar learning: Implicit rule abstraction or explicit fragmentary knowledge? Journal of , 1990 .

[79]  John R. Anderson,et al.  Learning Artificial Grammars With Competitive Chunking , 1990 .

[80]  J. S. Nairne A feature model of immediate memory , 1990, Memory & cognition.

[81]  David Carter,et al.  Lexical stress and lexical discriminability: Stressed syllables are more informative, but why? , 1989 .

[82]  B. Murdock,et al.  Memory for Serial Order , 1989 .

[83]  Charles H. Bennett Logical depth and physical complexity , 1988 .

[84]  J Saarinen,et al.  The effect of exposure duration on the analysis of spatial structure in eccentric vision. , 1988, Spatial vision.

[85]  Z W Pylyshyn,et al.  Tracking multiple independent targets: evidence for a parallel tracking mechanism. , 1988, Spatial vision.

[86]  H. S. Terrace,et al.  Chunking by a pigeon in a serial learning task , 1987, Nature.

[87]  J. MacGregor Short-term memory capacity: Limitation or optimization? , 1987 .

[88]  Randal E. Bryant,et al.  Graph-Based Algorithms for Boolean Function Manipulation , 1986, IEEE Transactions on Computers.

[89]  H. Simon,et al.  STM capacity for Chinese words and idioms: Chunking and acoustical loop hypotheses , 1985, Memory & cognition.

[90]  P. Burtis,et al.  Capacity increase and chunking in the development of short-term memory. , 1982, Journal of experimental child psychology.

[91]  K A Ericcson,et al.  Acquisition of a memory skill. , 1980, Science.

[92]  J. Rissanen,et al.  Modeling By Shortest Data Description* , 1978, Autom..

[93]  Maryanne Martin,et al.  Memory span as a measure of individual differences in memory capacity , 1978 .

[94]  Abraham Lempel,et al.  A universal algorithm for sequential data compression , 1977, IEEE Trans. Inf. Theory.

[95]  A. Baddeley,et al.  Word length and the structure of short-term memory , 1975 .

[96]  H A Simon,et al.  How Big Is a Chunk? , 1974, Science.

[97]  William K. Estes,et al.  Phonemic Coding and Rehearsal in Short-Term Memory for Letter Strings. , 1973 .

[98]  H. Simon,et al.  Perception in chess , 1973 .

[99]  David K. Dirlam,et al.  Most efficient chunk sizes , 1972 .

[100]  Michael T. Turvey,et al.  An auditory analogue of the sperling partial report procedure: Evidence for brief auditory storage , 1972 .

[101]  R. Calfee,et al.  Recoding Strategies in Short-Term Memory. , 1970 .

[102]  Information seeking for object identification , 1969 .

[103]  J Ryan,et al.  Grouping and Short-Term Memory: Different Means and Patterns of Grouping , 1969, The Quarterly journal of experimental psychology.

[104]  G. Bower,et al.  Group structure, coding, and memory for digit series , 1969 .

[105]  A. Kolmogorov Three approaches to the quantitative definition of information , 1968 .

[106]  W. A. Wickelgren,et al.  SIZE OF REHEARSAL GROUP AND SHORT-TERM MEMORY. , 1964, Journal of experimental psychology.

[107]  Murdock,et al.  The serial position effect of free recall , 1962 .

[108]  E. Tulving,et al.  Concurrent effects of contextual constraint and word frequency on immediate recall and learning of verbal material. , 1962, Canadian journal of psychology.

[109]  G. Miller,et al.  Free recall of redundant strings of letters. , 1958, Journal of experimental psychology.

[110]  C. W. Crannell,et al.  A Comparison of Immediate Memory Span for Digits, Letters, and Words , 1957 .

[111]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .