Evaluating the performance of the staircase and quick change detection methods in measuring perceptual learning

ZL Lu, P Zhang, Y Zhao, B Dosher - Journal of Vision, 2018 - jov.arvojournals.org
The staircase method has been widely used in measuring perceptual learning. Recently,
Zhao et al (2017) developed the quick CD method and applied it to measure the trial-by-trial …

[HTML][HTML] Evaluating the performance of the staircase and quick Change Detection methods in measuring perceptual learning

P Zhang, Y Zhao, BA Dosher, ZL Lu - Journal of Vision, 2019 - jov.arvojournals.org
The staircase method has been widely used in measuring perceptual learning. Recently,
Zhao, Lesmes, and Lu (2017, 2019) developed the quick Change Detection (qCD) method …

Assessing the trial-by-trial time course of perceptual sensitivity change in perceptual learning using the quick Change Detection method

Y Zhao, B Dosher, ZL Lu - Journal of Vision, 2018 - jov.arvojournals.org
Perceptual learning improves perceptual sensitivity through training. The learning curve is
typically sampled in blocks of trials because of the number of trials required for each …

Evaluating the functional form of perceptual learning with trial-by-trial analysis

Y Zhao, P Zhang, G Chen, J Yang, CB Huang… - Journal of …, 2020 - jov.arvojournals.org
The functional form of the learning curve is one of the fundamental characterizations of
perceptual learning. Dosher & Lu (2007) compared a number of functional forms for their …

Evaluating the performance of the staircase and qCD methods in measuring specificity/transfer of perceptual learning

P Zhang, Y Zhao, B Dosher, ZL Lu - Journal of Vision, 2019 - jov.arvojournals.org
The degree of transfer/specificity is a fundamental property of perceptual learning. Many
conclusions about the level and mechanisms of perceptual learning depend critically on the …

[HTML][HTML] Assessing the detailed time course of perceptual sensitivity change in perceptual learning

P Zhang, Y Zhao, BA Dosher, ZL Lu - Journal of Vision, 2019 - jov.arvojournals.org
The learning curve in perceptual learning is typically sampled in blocks of trials, which could
result in imprecise and possibly biased estimates, especially when learning is rapid …

Bias in an unbiased land? Criterion shifts in perceptual learning using two-interval two-alternative forced-choice staircase procedure

MJ Wenger, C Rasche - Journal of Vision, 2005 - iovs.arvojournals.org
Prominent models of perceptual learning (eg, Gold, Bennett, & Sekuler, 1999; Dosher & Lu,
1999) assume an internal response criterion that is stable across time. In addition, many …

The rate of perceptual learning at a fixed accuracy threshold is improved by feedback and by mixture with easier trials

W Chu, B Dosher, ZL Lu - Journal of Vision, 2009 - jov.arvojournals.org
Performance improvement in perceptual learning may be measured as increases in
accuracy for a constant stimulus, or as reductions in threshold contrast for a given threshold …

Changes in decisional criteria and bias during perceptual learning

C Rasche, MJ Wenger - Journal of Vision, 2004 - iovs.arvojournals.org
In many perceptual learning studies, detection and discrimination thresholds are assessed
using adaptive (eg staircase) methods. The measured decrease in threshold is interpreted …

Accounting for speed-accuracy tradeoff in visual perceptual learning

C Liu, T Watanabe - Journal of Vision, 2010 - jov.arvojournals.org
In the perceptual learning literature, researchers typically focus on improvements in
accuracy, such as proportion correct or dprime. In contrast, researchers who investigate the …