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Capturing human categorization of natural images by combining deep networks and cognitive models
16 references·2 citing·38 second hop
Capturing human categorization of natural images by combining deep networks and cognitive models (2020)Capturing human categorization of natural…The development of features in object concepts (1998)The development of features i…An exemplar-based random walk model of speeded classification. (1997)An exemplar-based random walk…Comparing decision bound and exemplar models of categorization (1993)Comparing decision bound and …Rules and exemplars in categorization, identification, and recognition. (1989)Rules and exemplars in catego…Similarity, frequency, and category representations. (1988)Similarity, frequency, and ca…Toward a Universal Law of Generalization for Psychological Science (1987)Toward a Universal Law of Gen…Attention, similarity, and the identification-categorization relationship. (1986)Attention, similarity, and th…Induction of category distributions: A framework for classification learning. (1984)Induction of category distrib…Choice, similarity, and the context theory of classification. (1984)Choice, similarity, and the c…Context theory of classification learning. (1978)Context theory of classificat…Structural bases of typicality effects. (1976)Structural bases of typicalit…Family resemblances: Studies in the internal structure of categories (1975)Family resemblances: Studies …Natural categories (1973)Natural categoriesPattern recognition and categorization (1972)Pattern recognition and categ…On the genesis of abstract ideas. (1968)On the genesis of abstract id…Stimulus and Response Generalization: A Stochastic Model Relating Generalization to Distance in Psychological Space (1957)Stimulus and Response General…Parallel developmental changes in children’s production and recognition of line drawings of visual concepts (2024)Parallel developmental change…Training Deep Networks to Construct a Psychological Feature Space for a Natural-Object Category Domain (2020)Training Deep Networks to Con…The Processing of Information and Structure (1974)Categories and Concepts (1981)ALCOVE: An exemplar-based connectionist model of category learning. (1992)Semantic Cognition (2004)Thought and language (1962)Fuzzy sets (1965)Basic objects in natural categories (1976)Conceptualizing, Measuring, and Managing Customer-Based Brand Equity (1993)HEAD'S CONCEPT OF THE SCHEMA AND ITS APPLICATION IN CONTEMPORARY BRITISH PSYCHOLOGY (1942)A comparison of three varieties of training in human problem solving. (1959)Norm theory: Comparing reality to its alternatives. (1986)Emotion knowledge: Further exploration of a prototype approach. (1987)Availability: A heuristic for judging frequency and probability (1973)Features of similarity. (1977)Dimensions of Consumer Expertise (1987)Language, Usage and Cognition (2010)Perception in chess (1973)Toward an instance theory of automatization. (1988)Prototypes in the mist: The early epochs of category learning. (1998)Rules and exemplars in category learning. (1998)Individual differences in information-processing rate and amount: Implications for group differences in response latency. (1999)Theory and Methods of Scaling (1958)Philosophiae naturalis principia mathematica (1687)Respects for similarity. (1993)Party Policy in Modern Democracies (2006)Dimensions of Similarity (1950)Experiments in induction (1966)Word and Object (1960)Human Problem Solving (1972)Human Problem Solving. (1973)Generalization, similarity, and Bayesian inference (2001)The magical number 4 in short-term memory: A reconsideration of mental storage capacity (2001)Solving the Emotion Paradox: Categorization and the Experience of Emotion (2006)A study in language and cognition. (1954)Universals in color naming and memory. (1972)An argument for basic emotions (1992)Emotion regulation and mental health. (1995)Cognitive Linguistics (2004)
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References

  • 1975Family resemblances: Studies in the internal structure of categories5,932 cited
  • 1978Context theory of classification learning.3,060 cited
  • 1986Attention, similarity, and the identification-categorization relationship.2,767 cited
  • 1973Natural categories2,561 cited
  • 1987Toward a Universal Law of Generalization for Psychological Science2,405 cited
  • 1968On the genesis of abstract ideas.1,984 cited
  • 1972Pattern recognition and categorization1,002 cited
  • 1984Choice, similarity, and the context theory of classification.740 cited
  • 1997An exemplar-based random walk model of speeded classification.714 cited
  • 1998The development of features in object concepts606 cited
  • 1988Similarity, frequency, and category representations.566 cited
  • 1976Structural bases of typicality effects.530 cited
  • 1957Stimulus and Response Generalization: A Stochastic Model Relating Generalization to Distance in Psychological Space462 cited
  • 1993Comparing decision bound and exemplar models of categorization373 cited
  • 1984Induction of category distributions: A framework for classification learning.355 cited

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1989
Rules and exemplars in categorization, identification, and recognition.
237 cited

Cited by

  • 2020Training Deep Networks to Construct a Psychological Feature Space for a Natural-Object Category Domain47 cited
  • 2024Parallel developmental changes in children’s production and recognition of line drawings of visual concepts32 cited