Decomposing preferences into predispositions and evaluations.

N Desai, I Krajbich - Journal of Experimental Psychology: General, 2022 - psycnet.apa.org
When making decisions, people can be influenced by the context (or framing) of the
decisions in addition to the features of the choice options. It has recently been argued that …

[HTML][HTML] Informational feedback accelerates learning in multi-alternative perceptual judgements of orientation

J Liu, ZL Lu, B Dosher - Vision Research, 2023 - Elsevier
Experience or training can substantially improve perceptual performance through perceptual
learning, and the extent and rate of these improvements may be affected by feedback. In this …

Stability and change in diffusion model parameters over two years

M von Krause, ST Radev, A Voss, M Quintus… - Journal of …, 2021 - mdpi.com
In recent years, mathematical models of decision making, such as the diffusion model, have
been endorsed in individual differences research. These models can disentangle different …

Rats strategically manage learning during perceptual decision making

J Masís, T Chapman, JY Rhee, DD Cox, AM Saxe - bioRxiv, 2020 - biorxiv.org
Balancing the speed and accuracy of decisions is crucial for survival, but how organisms
manage this trade-off during learning is largely unknown. Here, we track this trade-off during …

[HTML][HTML] Mechanisms of Training-Related Change in Processing Speed: A Drift-Diffusion Model Approach

A Reinhartz, T Strobach, T Jacobsen… - Journal of …, 2023 - ncbi.nlm.nih.gov
Processing speed is a crucial ability that changes over the course of the lifespan. Training
interventions on processing speed have shown promising effects and have been associated …

[HTML][HTML] Learning to be fast: Gain accuracy with speed

A Sterkin, O Yehezkel, U Polat - Vision research, 2012 - Elsevier
Our recent neurophysiological findings provided evidence for collinear facilitation in
detecting low-contrast Gabor patches (GPs) and for the abolishment of these collinear …

Enabling identification of component processes in perceptual learning with nonparametric hierarchical Bayesian modeling

Y Zhao, J Liu, BA Dosher, ZL Lu - Journal of Vision, 2024 - jov.arvojournals.org
Perceptual learning is a multifaceted process, encompassing general learning, between-
session forgetting or consolidation, and within-session fast relearning and deterioration. The …

Decision-making processes in perceptual learning depend on effectors

V Ivanov, GL Manenti, SS Plewe, I Kagan… - Scientific Reports, 2024 - nature.com
Visual perceptual learning is traditionally thought to arise in visual cortex. However, typical
perceptual learning tasks also involve systematic mapping of visual information onto motor …

[HTML][HTML] Estimating the Trial-by-Trial Learning Curve in Perceptual Learning with Hierarchical Bayesian Modeling

Y Zhao, J Liu, BA Dosher, ZL Lu - Research Square, 2023 - ncbi.nlm.nih.gov
The learning curve serves as a crucial metric for assessing human performance in
perceptual learning. It may encompass various component processes, including general …

[HTML][HTML] The influence of feedback on task-switching performance: A drift diffusion modeling account

R Cohen Hoffing, P Karvelis, S Rupprechter… - Frontiers in integrative …, 2018 - frontiersin.org
Task-switching is an important cognitive skill that facilitates our ability to choose appropriate
behavior in a varied and changing environment. Task-switching training studies have sought …