Journal of Experimental Psychology : Learning , Memory , and Cognition An Exemplar-Familiarity Model Predicts Short-Term and Long-Term Probe Recognition Across Diverse Forms of Memory Search

Experiments were conducted to test a modern exemplar-familiarity model on its ability to account for both short-term and long-term probe recognition within the same memory-search paradigm. Also, making connections to the literature on attention and visual search, the model was used to interpret differences in probe-recognition performance across diverse conditions that manipulated relations between targets and foils across trials. Subjects saw lists of from 1 to 16 items followed by a single item recognition probe. In a varied-mapping condition, targets and foils could switch roles across trials; in a consistent-mapping condition, targets and foils never switched roles; and in an all-new condition, on each trial a completely new set of items formed the memory set. In the varied-mapping and all-new conditions, mean correct response times (RTs) and error proportions were curvilinear increasing functions of memory set size, with the RT results closely resembling ones from hybrid visual-memory search experiments reported by Wolfe (2012). In the consistent-mapping condition, new-probe RTs were invariant with set size, whereas old-probe RTs increased slightly with increasing study-test lag. With appropriate choice of psychologically interpretable free parameters, the model accounted well for the complete set of results. The work provides support for the hypothesis that a common set of processes involving exemplar-based familiarity may govern long-term and short-term probe recognition across wide varieties of memory- search conditions.

[1]  R. Shiffrin,et al.  A model for recognition memory: REM—retrieving effectively from memory , 1997, Psychonomic bulletin & review.

[2]  G. Logan Toward an instance theory of automatization. , 1988 .

[3]  R. Nosofsky,et al.  The structure of short-term memory scanning: an investigation using response time distribution models , 2012, Psychonomic Bulletin & Review.

[4]  J. Wolfe Saved by a Log , 2012, Psychological science.

[5]  Robert M Nosofsky,et al.  Speeded old-new recognition of multidimensional perceptual stimuli: modeling performance at the individual-participant and individual-item levels. , 2006, Journal of experimental psychology. Human perception and performance.

[6]  A. Parkin,et al.  Human memory , 1999, Current Biology.

[7]  J. Kruschke Doing Bayesian Data Analysis: A Tutorial with R and BUGS , 2010 .

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

[9]  James T. Townsend,et al.  The Stochastic Modeling of Elementary Psychological Processes , 1983 .

[10]  R. Nosofsky,et al.  An exemplar-based random walk model of speeded classification. , 1997, Psychological review.

[11]  Richard C. Atkinson,et al.  Human Memory: A Proposed System and its Control Processes , 1968, Psychology of Learning and Motivation.

[12]  D H Brainard,et al.  The Psychophysics Toolbox. , 1997, Spatial vision.

[13]  R. Atkinson,et al.  Accuracy and speed strategies in scanning active memory , 1974, Memory & cognition.

[14]  Shana K. Carpenter,et al.  The Wickelgren Power Law and the Ebbinghaus Savings Function , 2007, Psychological science.

[15]  R. Nosofsky Attention, similarity, and the identification-categorization relationship. , 1986, Journal of experimental psychology. General.

[16]  Daniel R. Little,et al.  Short-term memory scanning viewed as exemplar-based categorization. , 2011, Psychological review.

[17]  Walter Schneider,et al.  Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. , 1977 .

[18]  Roger Ratcliff,et al.  A Theory of Memory Retrieval. , 1978 .

[19]  Aude Oliva,et al.  Visual long-term memory has a massive storage capacity for object details , 2008, Proceedings of the National Academy of Sciences.

[20]  Martyn Plummer,et al.  JAGS: Just Another Gibbs Sampler , 2012 .

[21]  R. Nosofsky Tests of an exemplar model for relating perceptual classification and recognition memory. , 1991, Journal of experimental psychology. Human perception and performance.

[22]  R. Sekuler,et al.  Recognizing spatial patterns: a noisy exemplar approach , 2002, Vision Research.

[23]  A V Reed,et al.  Speed-Accuracy Trade-Off in Recognition Memory , 1973, Science.

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

[25]  Angela B Nelson,et al.  The co-evolution of knowledge and event memory. , 2013, Psychological review.

[26]  M. Lee,et al.  Bayesian Cognitive Modeling: A Practical Course , 2014 .

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

[28]  R. Shiffrin,et al.  Controlled and automatic human information processing: I , 1977 .

[29]  Jeremy M Wolfe,et al.  Journal of Experimental Psychology : General The Role of Object Categories in Hybrid Visual and Memory Search , 2014 .

[30]  Douglas L. Hintzman,et al.  Judgments of frequency and recognition memory in a multiple-trace memory model. , 1988 .

[31]  D J Mewhort,et al.  The extralist-feature effect: evidence against item matching in short-term recognition memory. , 2000, Journal of experimental psychology. General.

[32]  S. Monsell Recency, immediate recognition memory, and reaction time , 1978, Cognitive Psychology.

[33]  S. Sternberg Memory-scanning: mental processes revealed by reaction-time experiments. , 1969, American scientist.

[34]  Joachim Vandekerckhove,et al.  Extending JAGS: A tutorial on adding custom distributions to JAGS (with a diffusion model example) , 2013, Behavior Research Methods.

[35]  Chris Donkin,et al.  A Power-Law Model of Psychological Memory Strength in Short- and Long-Term Recognition , 2012, Psychological science.

[36]  Douglas L. Hintzman,et al.  "Schema Abstraction" in a Multiple-Trace Memory Model , 1986 .

[37]  R. Ratcliff,et al.  Connectionist and diffusion models of reaction time. , 1999, Psychological review.

[38]  W. A. Wickelgren Single-trace fragility theory of memory dynamics , 1974, Memory & cognition.

[39]  D Burrows,et al.  Memory Retrieval from Long and Short Lists , 1975, Science.

[40]  R. Shiffrin,et al.  A retrieval model for both recognition and recall. , 1984, Psychological review.

[41]  M. Manosevitz,et al.  High-Speed Scanning in Human Memory , 2022 .

[42]  R. Shiffrin,et al.  Search of associative memory. , 1981 .

[43]  Douglas L. Medin,et al.  Context theory of classification learning. , 1978 .

[44]  B. Dosher,et al.  Serial position and set size in short-term memory: The time course of recognition , 1989 .