Multiple systems of perceptual category learning: Theory and cognitive tests
FG Ashby, VV Valentin - Handbook of categorization in cognitive science, 2017 - Elsevier
The first neurobiologically detailed theory of multiple systems in category learning, called
COVIS, was originally conceived in 1998. COVIS, which is now well established, postulates …
COVIS, was originally conceived in 1998. COVIS, which is now well established, postulates …
Single and multiple systems in categorization and category learning
Learning to classify the world into categories is fundamental to human cognition. Some
categorizations seem to be made explicitly based on rules whereas other categorizations …
categorizations seem to be made explicitly based on rules whereas other categorizations …
Toward a dual-learning systems model of speech category learning
More than two decades of work in vision posits the existence of dual-learning systems of
category learning. The reflective system uses working memory to develop and test rules for …
category learning. The reflective system uses working memory to develop and test rules for …
Research on a fault diagnosis method for rolling bearing based on improved multiscale range entropy and hierarchical prototype
L Zheng, Y He, X Chen - Measurement Science and Technology, 2021 - iopscience.iop.org
A novel fault diagnosis method based on improved multiscale range entropy and
hierarchical prototype (HP) is proposed in this paper. Firstly, considering that range entropy …
hierarchical prototype (HP) is proposed in this paper. Firstly, considering that range entropy …
Effect of explicit dimensional instruction on speech category learning
Learning nonnative speech categories is often considered a challenging task in adulthood.
This difficulty is driven by cross-language differences in weighting critical auditory …
This difficulty is driven by cross-language differences in weighting critical auditory …
Disappearing dissociations in experimental psychology: Using state-trace analysis to test for multiple processes
Dissociations have served as a key source of evidence for theory development in
experimental psychology. Claims about the existence of multiple distinct psychological …
experimental psychology. Claims about the existence of multiple distinct psychological …
Task and distribution sampling affect auditory category learning
There is substantial evidence that two distinct learning systems are engaged in category
learning. One is principally engaged when learning requires selective attention to a single …
learning. One is principally engaged when learning requires selective attention to a single …
More is generally better: Higher working memory capacity does not impair perceptual category learning.
It is sometimes supposed that category learning involves competing explicit and procedural
systems, with only the former reliant on working memory capacity (WMC). In 2 experiments …
systems, with only the former reliant on working memory capacity (WMC). In 2 experiments …
Distribution-dependent representations in auditory category learning and generalization
A fundamental objective in Auditory Sciences is to understand how people learn to
generalize auditory category knowledge in new situations. How we generalize to novel …
generalize auditory category knowledge in new situations. How we generalize to novel …
Differential impact of visuospatial working memory on rule-based and information-integration category learning
Q Xing, H Sun - Frontiers in Psychology, 2017 - frontiersin.org
Previous studies have indicated that the category learning system is a mechanism with
multiple processing systems, and that working memory has different effects on category …
multiple processing systems, and that working memory has different effects on category …