Stable, flexible, common, and distinct behaviors support rule-based and information-integration category learning
The ability to organize variable sensory signals into discrete categories is a fundamental
process in human cognition thought to underlie many real-world learning problems …
process in human cognition thought to underlie many real-world learning problems …
Comparison-based learning of relational categories (you'll never guess).
In accord with structural alignment theory, same-category comparison opportunities within a
classification learning task should promote relational category acquisition. However, a …
classification learning task should promote relational category acquisition. However, a …
Using diverging predictions from classical and quantum models to dissociate between categorization systems
Quantum probability theory has successfully provided accurate descriptions of behavior in
the areas of judgment and decision making, and here we apply the same principles to two …
the areas of judgment and decision making, and here we apply the same principles to two …
Hierarchical control of procedural and declarative category-learning systems
Substantial evidence suggests that human category learning is governed by the interaction
of multiple qualitatively distinct neural systems. In this view, procedural memory is used to …
of multiple qualitatively distinct neural systems. In this view, procedural memory is used to …
Categorization system-switching deficits in typical aging and Parkinson's disease.
Objective: Numerous studies documenting cognitive deficits in Parkinson's disease (PD)
revealed impairment in a variety of tasks related to memory, learning, and attention. One …
revealed impairment in a variety of tasks related to memory, learning, and attention. One …
A computational model of prefrontal and striatal interactions in perceptual category learning
Work on multiple-system theories of cognition mostly focused on the systems themselves,
while limited work has been devoted to understanding the interactions between systems …
while limited work has been devoted to understanding the interactions between systems …
Spontaneous task structure formation results in a cost to incidental memory of task stimuli
Humans are characterized by their ability to leverage rules for classifying and linking stimuli
to context-appropriate actions. Previous studies have shown that when humans learn …
to context-appropriate actions. Previous studies have shown that when humans learn …
Unique motor plans facilitate learning during task switching, but at the expense of greater switch costs
Many factors influence task switching, including attention, motor resources, and the different
types of memory systems required for each component task. Even so, prior task-switching …
types of memory systems required for each component task. Even so, prior task-switching …
Practice and preparation time facilitate system-switching in perceptual categorization
S Hélie - Frontiers in Psychology, 2017 - frontiersin.org
Mounting evidence suggests that category learning is achieved using different psychological
and biological systems. While existing multiple-system theories and models of …
and biological systems. While existing multiple-system theories and models of …
Exploration and exploitation reflect system-switching in learning
Mounting evidence suggests that human category learning is achieved by multiple
qualitatively distinct biological and psychological systems. In an information-integration (II) …
qualitatively distinct biological and psychological systems. In an information-integration (II) …