Oscillator-based memory for serial order.

A computational model of human memory for serial order is described (OSCillator-based Associative Recall [OSCAR]). In the model, successive list items become associated to successive states of a dynamic learning-context signal. Retrieval involves reinstatement of the learning context, successive states of which cue successive recalls. The model provides an integrated account of both item memory and order memory and allows the hierarchical representation of temporal order information. The model accounts for a wide range of serial order memory data, including differential item and order memory, transposition gradients, item similarity effects, the effects of item lag and separation in judgments of relative and absolute recency, probed serial recall data, distinctiveness effects, grouping effects at various temporal resolutions, longer term memory for serial order, list length effects, and the effects of vocabulary size on serial recall.

[1]  Paul Muter,et al.  Response latencies in discriminations of recency , 1979 .

[2]  Nelson Cowan,et al.  Verbal memory span and the timing of spoken recall , 1992 .

[3]  D. Mewhort,et al.  On serial recall: A critique of chaining in the theory of distributed associative memory. , 1994 .

[4]  H. Helson,et al.  Adaptation-level theory , 1964 .

[5]  John R. Anderson,et al.  Reflections of the Environment in Memory Form of the Memory Functions , 2022 .

[6]  I. Neath Modality, concreteness, and set-size effects in a free reconstruction of order task , 1997, Memory & cognition.

[7]  A D Baddeley,et al.  How Does Acoustic Similarity Influence Short-Term Memory? , 1968, The Quarterly journal of experimental psychology.

[8]  Dylan M. Jones,et al.  Direction of Report in Spatial and Verbal Serial Short term Memory , 1996, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[9]  Geoffrey E. Hinton,et al.  Parallel Models of Associative Memory , 1989 .

[10]  Nancy Kopell,et al.  Structure and function in an oscillating neural network , 1993 .

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

[12]  John G. Taylor,et al.  Storing temporal sequences , 1991, Neural Networks.

[13]  J M Gardiner,et al.  On recency and echoic memory. , 1983, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[14]  Charles Hulme,et al.  Learning-to-learn in a connectionist network : the development of associative learning , 1995 .

[15]  Chris Mellish,et al.  Current research in natural language generation , 1990 .

[16]  John Dupré,et al.  The Latest on the best : essays on evolution and optimality , 1987 .

[17]  W. Singer,et al.  Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties , 1989, Nature.

[18]  B. Fischhoff,et al.  Journal of Experimental Psychology: Human Learning and Memory , 1980 .

[19]  P Dalloz,et al.  Modelling human memory: connectionism and convolution. , 1996, The British journal of mathematical and statistical psychology.

[20]  S. Gronlund,et al.  Global matching models of recognition memory: How the models match the data , 1996, Psychonomic bulletin & review.

[21]  D. O. Hebb,et al.  The organization of behavior , 1988 .

[22]  D. Wickens,et al.  Proactive inhibition and item similarity in short-term memory , 1963 .

[23]  A. L. Brown,et al.  Judgments of recency for long sequences of pictures: the absence of a developmental trend. , 1973, Journal of experimental child psychology.

[24]  Eric L. Schwartz,et al.  Computational Neuroscience , 1993, Neuromethods.

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

[26]  R. Conrad,et al.  Order error in immediate recall of sequences , 1965 .

[27]  J. Fodor,et al.  Connectionism and cognitive architecture: A critical analysis , 1988, Cognition.

[28]  D. Yntema,et al.  Recall as a search process , 1963 .

[29]  R. Church,et al.  Alternative representations of time, number, and rate , 1990, Cognition.

[30]  L. Hedges,et al.  Reports of elapsed time: bounding and rounding processes in estimation. , 1990, Journal of experimental psychology. Learning, memory, and cognition.

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

[32]  S. Lewandowsky,et al.  Intralist distractors and recall direction: Constraints on models of memory for serial order. , 1993 .

[33]  B. Murdock Serial order effects in short-term memory. , 1968, Journal of experimental psychology.

[34]  D. Warden,et al.  Memory for temporal order in Schizophrenia , 1991, Biological Psychiatry.

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

[36]  A D Baddeley,et al.  Telescoping is not time compression: A model , 1989, Memory & cognition.

[37]  Gordon D. A. Brown,et al.  Neurodynamics and psychology , 1994 .

[38]  John A. Michon,et al.  Time, Mind, and Behavior , 1985, Springer Berlin Heidelberg.

[39]  D. Levine Introduction to Neural and Cognitive Modeling , 2018 .

[40]  Stuart A. Kauffman,et al.  ORIGINS OF ORDER , 2019, Origins of Order.

[41]  Larry V. Hedges,et al.  Hierarchical organization in ordered domains: Estimating the dates of events , 1988 .

[42]  M. Bradley,et al.  Studies of the long-term recency effect: Support for a contextually guided retrieval hypothesis. , 1983 .

[43]  E Eich Mood as a mediator of place dependent memory. , 1995, Journal of experimental psychology. General.

[44]  J. Jahnke,et al.  Distribution of repeated and nonrepeated target elements and short-term recognition memory. , 1972, Journal of experimental psychology.

[45]  Michael J. Hacker Speed and accuracy of recency judgments for events in short-term memory. , 1980 .

[46]  D. Mackay The Organization of Perception and Action , 1987 .

[47]  W. A. Wickelgren,et al.  ACOUSTIC SIMILARITY AND INTRUSION ERRORS IN SHORT-TERM MEMORY. , 1965, Journal of experimental psychology.

[48]  Stanislas Dehaene,et al.  Temporal Oscillations in Human Perception , 1993 .

[49]  W. Estes,et al.  Item and order information in short-term memory: Evidence for multilevel perturbation processes. , 1981 .

[50]  Alan D. Baddeley,et al.  When does rapid presentation enhance digit span , 1984 .

[51]  HighWire Press Philosophical Transactions of the Royal Society of London , 1781, The London Medical Journal.

[52]  R. G. Crowder,et al.  The microscope metaphor in human memory. , 1991 .

[53]  Jean-Pierre Nadal,et al.  Information storage in sparsely coded memory nets , 1990 .

[54]  Stephan Lewandowsky,et al.  Relating Theory and Data : Essays on Human Memory in Honor of Bennet B. Murdock , 1991 .

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

[56]  Joseph P. Levy,et al.  Connectionist models of memory and language , 1995 .

[57]  Prahlad Gupta Verbal Short-Term Memory and Language Processing : A Computational Model , 2000 .

[58]  Gabriel Leonard,et al.  Frontal-lobe contribution to recency judgements , 1991, Neuropsychologia.

[59]  M. Humphreys,et al.  An auto-associative neural network for sparse representations : analysis and application to models of recognition and cued recall , 1994 .

[60]  Gordon D. A. Brown,et al.  Adaptive analysis of sequential behaviour : oscillators as rational mechanisms , 1998 .

[61]  Curt von Euler,et al.  Brain and Reading , 1989 .

[62]  Endel Tulving,et al.  Encoding specificity and retrieval processes in episodic memory. , 1973 .

[63]  Ovid J. L. Tzeng,et al.  A study-phase retrieval model of temporal coding. , 1980 .

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

[65]  B. Bergum,et al.  Attention and Performance VI , 1978 .

[66]  A. Drewnowski Attributes and priorities in short-term recall: A new model of memory span. , 1980 .

[67]  B. Murdock,et al.  The role of auditory features in memory span for words. , 1980, Journal of experimental psychology. Human learning and memory.

[68]  Andrew W. Ellis,et al.  Errors in speech and short-term memory: The effects of phonemic similarity and syllable position , 1980 .

[69]  P. E. Morris,et al.  Practical aspects of memory : current research and issues , 1988 .

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

[71]  Clive Frankish,et al.  Modality-specific grouping effects in short-term memory , 1985 .

[72]  George Houghton,et al.  The problem of serial order: a neural network model of sequence learning and recall , 1990 .

[73]  A. Baddeley,et al.  When does context influence recognition memory , 1980 .

[74]  R. Bjork,et al.  Recency-sensitive retrieval processes in long-term free recall☆ , 1974 .

[75]  B. Murdock Human memory: Theory and data. , 1975 .

[76]  Robert S. Lockhart,et al.  Recency discrimination predicted from absolute lag judgments , 1969 .

[77]  G. Bower Mood and memory. , 1981, The American psychologist.

[78]  Joanna Ryan Temporal Grouping, Rehearsal and Short-Term Memory , 1969, The Quarterly journal of experimental psychology.

[79]  M C Corballis,et al.  Immediate recall of spoken digits presented three at a time. , 1967, Canadian journal of psychology.

[80]  Peter A. Tucker,et al.  Primary Memory , 1965, Encyclopedia of Database Systems.

[81]  John C. Jahnke,et al.  The Ranschburg effect. , 1969 .

[82]  John R. Anderson,et al.  The Adaptive Character of Thought , 1990 .

[83]  W. Estes,et al.  Processes of memory loss, recovery, and distortion. , 1997, Psychological review.

[84]  Clive Frankish,et al.  Perceptual organization and precategorical acoustic storage. , 1989, Journal of experimental psychology. Learning, memory, and cognition.

[85]  Mike Oaksford,et al.  An introduction to neurodynamics and psychology , 1994 .

[86]  J. S. Nairne The Loss of Positional Certainty in Long-Term Memory , 1992 .

[87]  L. Shastri,et al.  From simple associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony , 1993, Behavioral and Brain Sciences.

[88]  Stephan Lewandowsky,et al.  Memory for Serial Order Revisited , 1994 .

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

[90]  W. Friedman,et al.  Children's Comparisons of the Recency of Two Events from the Past Year , 1995 .

[91]  R. G. Crowder,et al.  A serial position effect in recall of United States presidents , 1976 .

[92]  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 .

[93]  A. Glenberg,et al.  A temporal distinctiveness theory of recency and modality effects. , 1986, Journal of experimental psychology. Learning, memory, and cognition.

[94]  A. Kristofferson,et al.  The timing of interresponse intervals , 1973 .

[95]  John G. Taylor,et al.  Neural Network Capacity for Temporal Sequence Storage , 1991, Int. J. Neural Syst..

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

[97]  J. S. Nairne,et al.  Critique of the retrieval/deblurring assumptions of the theory of distributed associative memory , 1994 .

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

[99]  James S. NAffiNE Positional uncertainty in long-term memory , 1991 .

[100]  Lars Folke Olsen,et al.  Biochemical oscillations and cellular rhythms: The molecular bases of periodic and chaotic behaviour: Albert Goldbeter. Cambridge University Press, Cambridge, 1996. $99.95 (cloth), 605 + xxiv pp , 1997 .

[101]  Gordon D. A. Brown,et al.  To Repeat or Not to Repeat: The Time Course of Response Suppression in Sequential Behaviour , 1997, NCPW.

[102]  Arthur P. Shimamura,et al.  Memory for the temporal order of events in patients with frontal lobe lesions and amnesic patients , 1990, Neuropsychologia.

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

[104]  J E Lisman,et al.  Storage of 7 +/- 2 short-term memories in oscillatory subcycles , 1995, Science.

[105]  Kevin Murnane,et al.  When does a different environmental context make a difference in recognition? A global activation model , 1994, Memory & cognition.

[106]  Ian P. L. McLaren Estimating recency and familiarity using trace strength , 1994 .

[107]  R. G. Crowder Principles of learning and memory , 1977 .

[108]  A. Baddeley,et al.  Exploring the Articulatory Loop , 1984 .

[109]  W. Estes,et al.  Order and position in primary memory for letter strings , 1977 .

[110]  I Neath,et al.  Remembering and forgetting as context discrimination. , 1995, Learning & memory.

[111]  S Magnussen,et al.  Serial position effects in visual short-term memory for words and abstract spatial patterns. , 1996, Scandinavian journal of psychology.

[112]  W. Klimesch Memory processes, brain oscillations and EEG synchronization. , 1996, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[113]  S Magnussen,et al.  Age comparisons of serial position effects in short-term memory. , 1996, Acta psychologica.

[114]  R. G. Crowder,et al.  Schedules of presentation and temporal distinctiveness in human memory. , 1990 .

[115]  A. W. Melton,et al.  Coding Processes in Human Memory. , 1973 .

[116]  G D Brown,et al.  Word-frequency effects on short-term memory tasks: evidence for a redintegration process in immediate serial recall. , 1997, Journal of experimental psychology. Learning, memory, and cognition.

[117]  A. Baddeley,et al.  The recency effect: Implicit learning with explicit retrieval? , 1993, Memory & cognition.

[118]  James L. McClelland,et al.  Understanding normal and impaired word reading: computational principles in quasi-regular domains. , 1996, Psychological review.

[119]  B. Murdock,et al.  Analysis of the list-strength effect. , 1993 .

[120]  J F MACKWORTH,et al.  The effect of the response upon the immediate memory span. , 1962, Canadian journal of psychology.

[121]  A. Opstal Dynamic Patterns: The Self-Organization of Brain and Behavior , 1995 .

[122]  D. Norman,et al.  PSYCHOLOGICAL REVIEW PRIMARY MEMORY1 , 1965 .

[123]  S. Lewandowsky,et al.  FORWARD AND BACKWARD RECALL: DIFFERENT RETRIEVAL PROCESSES , 1995 .

[124]  Kei-wai Yeung Sequence processing with recurrent neural networks , 1994 .

[125]  B. Boruff,et al.  Short-term memory capacity: magic number or magic spell? , 1986, Journal of experimental psychology. Learning, memory, and cognition.

[126]  A J Parkin,et al.  Recollective experience, normal aging, and frontal dysfunction. , 1992, Psychology and aging.

[127]  N Burgess,et al.  A connectionist model of STM for serial order , 1996 .

[128]  Charles Hulme,et al.  The development of memory for serial order: A temporal contextual distinctiveness model. , 1999 .

[129]  J F MACKWORTH,et al.  The effect of display time upon the recall of digits. , 1962, Canadian journal of psychology.

[130]  Charles Hulme,et al.  Modeling Item Length Effects in Memory Span: No Rehearsal Needed? , 1995 .

[131]  D C LeCompte,et al.  Short-term memory for the timing of auditory and visual signals. , 1992, Journal of experimental psychology. Learning, memory, and cognition.

[132]  Stephen A. Madigna Modality and recall order interactions in short-term memory for serial order. , 1971 .

[133]  K. Lashley The problem of serial order in behavior , 1951 .

[134]  Alfonso Caramazza,et al.  Orthographic Structure, the Graphemic Buffer and the Spelling Process , 1991 .

[135]  R. G. Crowder,et al.  Temporal distinctiveness and modality. , 1997, Journal of experimental psychology. Learning, memory, and cognition.

[136]  R. G. Crowder,et al.  Distinctiveness and very short-term serial position effects. , 1996, Memory.

[137]  W. A. Wickelgren,et al.  Rehearsal Grouping and Hierarchical Organization of Serial Position Cues in Short-Term Memory , 1967, The Quarterly journal of experimental psychology.

[138]  J. F. Mackworth Presentation rate and immediate memory. , 1962, Canadian journal of psychology.

[139]  G. Stelmach,et al.  Tutorials in Motor Behavior , 1980 .

[140]  Alice F. Healy,et al.  Separating item from order information in short-term memory , 1974 .

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

[142]  M. Treisman,et al.  There Are Two Word-Length Effects in Verbal Short-Term Memory: Opposed Effects of Duration and Complexity , 1997 .

[143]  N. Chater,et al.  Rational models of cognition , 1998 .

[144]  Geoffrey E. Hinton Using fast weights to deblur old memories , 1987 .

[145]  James V. Hinrichs,et al.  A two-process memory-strength theory for judgment of recency. , 1970 .

[146]  R. Conrad,et al.  The decay theory of immediate memory and paced recall. , 1958, Canadian journal of psychology.

[147]  I. Neath Distinctiveness and serial position effects in recognition , 1993, Memory & cognition.

[148]  Rna Henson,et al.  Short-term memory for serial order. , 2001 .

[149]  D. G. MacKay Spoonerisms: the structure of errors in the serial order of speech. , 1970, Neuropsychologia.

[150]  Joseph P. Levy,et al.  Interactions between short- and long-term weights: Applications for cognitive modelling. , 1995 .

[151]  Gavan Lintern,et al.  Dynamic patterns: The self-organization of brain and behavior , 1997, Complex.

[152]  Neil Burgess,et al.  A solvable connectionist model of immediate recall of ordered lists , 1994, NIPS.

[153]  G. J. Johnson A distinctiveness model of serial learning , 1991 .

[154]  E. Bjork,et al.  Short-term order and item retention. , 1974 .

[155]  J. S. Nairne,et al.  Positional Distinctiveness and the Ratio Rule in Free Recall , 1997 .

[156]  P. Morasso,et al.  Nueral models of distributed motor control , 1992 .

[157]  K. Koffka Principles Of Gestalt Psychology , 1936 .

[158]  Susan E. Gathercole,et al.  Models Of Short-Term Memory , 1996 .

[159]  A. Glenberg,et al.  Evidence for auditory temporal distinctiveness: modality effects in order and frequency judgments. , 1988, Journal of experimental psychology. Learning, memory, and cognition.

[160]  J. Dalezman,et al.  Effects of output order on immediate, delayed, and final recall performance. , 1976 .

[161]  Janet I. Vousden,et al.  Serial control of phonology in speech production , 1996 .

[162]  R. Schweickert A multinomial processing tree model for degradation and redintegration in immediate recall , 1993, Memory & cognition.

[163]  N. Burgess,et al.  Toward a network model of the articulatory loop , 1992, Connectionist psychology: A text with readings.

[164]  M. Bradley,et al.  A two-process account of long-term serial position effects , 1980 .

[165]  S E Avons,et al.  Response bias in visual serial order memory. , 1998, Journal of experimental psychology. Learning, memory, and cognition.

[166]  I. Pollack,et al.  Running memory span. , 1959, Journal of experimental psychology.

[167]  William K. Estes,et al.  On types of item coding and sources of recall in short-term memory. , 1991 .

[168]  L. Henry,et al.  The Effects of Word Length and Phonemic Similarity in Young Children's Short-term Memory , 1991 .

[169]  W. Estes Toward a Statistical Theory of Learning. , 1994 .

[170]  R. Shiffrin,et al.  Short-term forgetting of item and order information. , 1978 .

[171]  M. Treisman,et al.  The Internal Clock: Electroencephalographic Evidence for Oscillatory Processes Underlying Time Perception , 1994, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[172]  James S. Nairne,et al.  Proactive interference plays a role in the word-length effect , 1997 .

[173]  B. Murdock,et al.  The distinctiveness of stimuli. , 1960, Psychological review.

[174]  N. Burgess Memory for Serial Order : A Network Model of the Phonological Loop and its Timing , 1999 .

[175]  W. R. Garner Uncertainty and structure as psychological concepts , 1975 .

[176]  R. Cook,et al.  Memory processing of serial lists by pigeons, monkeys, and people. , 1985, Science.

[177]  James L. McClelland,et al.  Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory. , 1995, Psychological review.

[178]  George Houghton,et al.  Parallel Models of Serial Behaviour: Lashley Revisited , 1995 .

[179]  E. Tulving Elements of episodic memory , 1983 .

[180]  W. Estes Statistical theory of spontaneous recovery and regression. , 1955, Psychological review.

[181]  R. Conrad,et al.  Acoustic confusions in immediate memory. , 1964 .

[182]  L. A. Jeffress,et al.  Cerebral Mechanisms in Behavior , 1953 .

[183]  S. Grossberg Behavioral Contrast in Short Term Memory: Serial Binary Memory Models or Parallel Continuous Memory Models? , 1978 .

[184]  Alicia J. Knoedler,et al.  Distinctiveness and Serial Position Effects in Recognition and Sentence Processing , 1994 .

[185]  B. Murdock,et al.  Transpositions in short-term memory. , 1967, Journal of Experimental Psychology.

[186]  T. R. Anders,et al.  Retrieval time in forward and backward recall , 1971 .

[187]  I. Neath Contextual and distinctive processes and the serial position function. , 1993 .

[188]  D. Godden,et al.  Context-dependent memory in two natural environments : On land under water , 1975 .

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

[190]  T. Hartley,et al.  A Linguistically Constrained Model of Short-Term Memory for Nonwords ☆ , 1996 .

[191]  William K. Estes,et al.  Memory for Temporal Information , 1985 .

[192]  From Clocks to Chaos: The Rhythms of Life , 1988 .

[193]  P. Marshall,et al.  The effects of the elimination of rehearsal on primacy and recency , 1972 .

[194]  C. Gallistel The organization of learning , 1990 .

[195]  L. Hedges,et al.  Reports of elapsed time: bounding and rounding processes in estimation. , 1990 .

[196]  Douglas L. Hintzman,et al.  Contextual associations and memory for serial position. , 1973 .

[197]  Robert L. Greene,et al.  Sources of recency effects in free recall. , 1986 .

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

[199]  Michael I. Jordan Constrained supervised learning , 1992 .

[200]  James S. Nairne,et al.  Similarity and long-term memory for order , 1990 .

[201]  Jeffrey L. Elman,et al.  Finding Structure in Time , 1990, Cogn. Sci..

[202]  Kenneth R. Laughery,et al.  Short-term memory: Effects of acoustic similarity, presentation rate and presentation mode , 1966 .