Dissociable perceptual-learning mechanisms revealed by diffusion-model analysis

AA Petrov, NM Van Horn, R Ratcliff - Psychonomic bulletin & review, 2011 - Springer
Performance on perceptual tasks improves with practice. Most theories address only
accuracy data and tacitly assume that perceptual learning is a monolithic phenomenon. The …

The functional form of performance improvements in perceptual learning: learning rates and transfer

BA Dosher, ZL Lu - Psychological science, 2007 - journals.sagepub.com
The functional form of performance improvements has been extensively studied in speeded
cognitive and motor tasks; in such tasks, reductions in response times have been …

The role of response bias in perceptual learning.

PR Jones, DR Moore, DE Shub… - Journal of Experimental …, 2015 - psycnet.apa.org
Sensory judgments improve with practice. Such perceptual learning is often thought to
reflect an increase in perceptual sensitivity. However, it may also represent a decrease in …

Perceptual learning

PJ Kellman - Stevens' Handbook of Experimental Psychology …, 2002 - books.google.com
When we think of learning, several prototypical ideas come to mind: the encoding of an item
in memory, the connecting of one idea to another, the connecting of a response to a …

[HTML][HTML] Perceptual learning without feedback in non-stationary contexts: Data and model

AA Petrov, BA Dosher, ZL Lu - Vision research, 2006 - Elsevier
The role of feedback in perceptual learning is probed in an orientation discrimination
experiment under destabilizing non-stationary conditions, and explored in a neural-network …

Comparing perceptual learning across tasks: A review

I Fine, RA Jacobs - Journal of vision, 2002 - jov.arvojournals.org
We compared perceptual learning in 16 psychophysical studies, ranging from low-level
spatial frequency and orientation discrimination tasks to high-level object and face …

Recent progress in perceptual learning research

Y Sasaki, JE Náñez, T Watanabe - … Reviews: Cognitive Science, 2012 - Wiley Online Library
Perceptual learning is defined as long‐term improvement in perceptual or sensory systems
resulting from repeated practice or experience. As the number of perceptual learning studies …

[HTML][HTML] Perceptual learning without signal

N Dupuis-Roy, F Gosselin - Vision Research, 2007 - Elsevier
Perceptual learning is characterized by an improvement in a perceptual task following
practice. Several studies have demonstrated that top-down processes, such as attention and …

On diffusion processes with variable drift rates as models for decision making during learning

P Eckhoff, P Holmes, C Law, PM Connolly… - New Journal of …, 2008 - iopscience.iop.org
Abstract We investigate Ornstein–Uhlenbeck and diffusion processes with variable drift rates
as models of evidence accumulation in a visual discrimination task. We derive power-law …

The dynamics of perceptual learning: an incremental reweighting model.

AA Petrov, BA Dosher, ZL Lu - Psychological review, 2005 - psycnet.apa.org
The mechanisms of perceptual learning are analyzed theoretically, probed in an orientation-
discrimination experiment involving a novel nonstationary context manipulation, and …