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 …

Single and multiple systems in categorization and category learning

JP Minda, CL Roark, P Kalra, A Cruz - Nature Reviews Psychology, 2024 - nature.com
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 …

Toward a dual-learning systems model of speech category learning

B Chandrasekaran, SR Koslov, WT Maddox - Frontiers in psychology, 2014 - frontiersin.org
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 …

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 …

Effect of explicit dimensional instruction on speech category learning

B Chandrasekaran, HG Yi, KE Smayda… - Attention, Perception, & …, 2016 - Springer
Learning nonnative speech categories is often considered a challenging task in adulthood.
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

RG Stephens, D Matzke, BK Hayes - Journal of Mathematical Psychology, 2019 - Elsevier
Dissociations have served as a key source of evidence for theory development in
experimental psychology. Claims about the existence of multiple distinct psychological …

Task and distribution sampling affect auditory category learning

CL Roark, LL Holt - Attention, Perception, & Psychophysics, 2018 - Springer
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 …

More is generally better: Higher working memory capacity does not impair perceptual category learning.

ML Kalish, BR Newell, JC Dunn - Journal of Experimental …, 2017 - psycnet.apa.org
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 …

Distribution-dependent representations in auditory category learning and generalization

Z Gan, L Zheng, S Wang, G Feng - Frontiers in Psychology, 2023 - frontiersin.org
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 …

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 …