[PDF][PDF] Human category learning

FG Ashby, WT Maddox - Annual review of psychology, 2005 - matt.colorado.edu
Is the plant edible or poisonous? Is the person friend or foe? Was the sound made by a
predator or by the wind? All organisms assign objects and events in the environment to …

[PDF][PDF] Similarity scaling and cognitive process models

RM Nosofsky - Annual review of Psychology, 1992 - academia.edu
A well-known virtue of similarity-scaling techniques such as multi dimensional scaling,
Thurstonian modeling, and clustering is that they reveal hidden structure underlying …

A neuropsychological theory of multiple systems in category learning.

FG Ashby, LA Alfonso-Reese, EM Waldron - Psychological review, 1998 - psycnet.apa.org
A neuropsychological theory is proposed that assumes category learning is a competition
between separate verbal and implicit (ie, procedural-learning-based) categorization …

[CARTE][B] Doing without concepts

E Machery - 2009 - books.google.com
Over recent years, the psychology of concepts has been rejuvenated by new work on
prototypes, inventive ideas on causal cognition, the development of neo-empiricist theories …

Curriculum learning for human compositional generalization

RB Dekker, F Otto, C Summerfield - … of the National Academy of Sciences, 2022 - pnas.org
Generalization (or transfer) is the ability to repurpose knowledge in novel settings. It is often
asserted that generalization is an important ingredient of human intelligence, but its extent …

Relations between prototype, exemplar, and decision bound models of categorization

FG Ashby, WT Maddox - Journal of Mathematical Psychology, 1993 - Elsevier
Categorization models make assumptions about:(1) the representation of the stimulus and
the contrasting categories;(2) the exact information that must be collected before a response …

Comparing decision bound and exemplar models of categorization

WT Maddox, FG Ashby - Perception & psychophysics, 1993 - Springer
The performance of a decision bound model of categorization (Ashby, J992a; Ashby &
Maddox, in press) is compared with the performance of two exemplar models. The first is the …

Tests of an exemplar model for relating perceptual classification and recognition memory.

RM Nosofsky - … of experimental psychology: human perception and …, 1991 - psycnet.apa.org
Experiments were conducted in which Ss made classification, recognition, and similarity
judgments for 34 schematic faces. A multidimensional scaling (MDS) solution for the faces …

Mouse visual cortex areas represent perceptual and semantic features of learned visual categories

PM Goltstein, S Reinert, T Bonhoeffer… - Nature neuroscience, 2021 - nature.com
Associative memories are stored in distributed networks extending across multiple brain
regions. However, it is unclear to what extent sensory cortical areas are part of these …

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 …