[HTML][HTML] View from the top: Hierarchies and reverse hierarchies in the visual system

S Hochstein, M Ahissar - Neuron, 2002 - cell.com
We propose that explicit vision advances in reverse hierarchical direction, as shown for
perceptual learning. Processing along the feedforward hierarchy of areas, leading to …

Perceptual learning: toward a comprehensive theory

T Watanabe, Y Sasaki - Annual review of psychology, 2015 - annualreviews.org
Visual perceptual learning (VPL) is long-term performance increase resulting from visual
perceptual experience. Task-relevant VPL of a feature results from training of a task on the …

The reverse hierarchy theory of visual perceptual learning

M Ahissar, S Hochstein - Trends in cognitive sciences, 2004 - cell.com
Perceptual learning can be defined as practice-induced improvement in the ability to
perform specific perceptual tasks. We previously proposed the Reverse Hierarchy Theory as …

Visual perceptual learning and models

B Dosher, ZL Lu - Annual review of vision science, 2017 - annualreviews.org
Visual perceptual learning through practice or training can significantly improve
performance on visual tasks. Originally seen as a manifestation of plasticity in the primary …

Advances in visual perceptual learning and plasticity

Y Sasaki, JE Nanez, T Watanabe - Nature Reviews Neuroscience, 2010 - nature.com
Visual perceptual learning (VPL) is defined as a long-term improvement in performance on a
visual task. In recent years, the idea that conscious effort is necessary for VPL to occur has …

Current directions in visual perceptual learning

ZL Lu, BA Dosher - Nature reviews psychology, 2022 - nature.com
The visual expertise of adult humans is jointly determined by evolution, visual development
and visual perceptual learning. Perceptual learning refers to performance improvements in …

Perceptual learning rules based on reinforcers and attention

PR Roelfsema, A van Ooyen, T Watanabe - Trends in cognitive sciences, 2010 - cell.com
How does the brain learn those visual features that are relevant for behavior? In this article,
we focus on two factors that guide plasticity of visual representations. First, reinforcers cause …

Perceptual learning modules in mathematics: Enhancing students' pattern recognition, structure extraction, and fluency

PJ Kellman, CM Massey, JY Son - Topics in cognitive science, 2010 - Wiley Online Library
Learning in educational settings emphasizes declarative and procedural knowledge.
Studies of expertise, however, point to other crucial components of learning, especially …

Perceptual learning and human expertise

PJ Kellman, P Garrigan - Physics of life reviews, 2009 - Elsevier
We consider perceptual learning: experience-induced changes in the way perceivers extract
information. Often neglected in scientific accounts of learning and in instruction, perceptual …

Dynamic computational phenotyping of human cognition

R Schurr, D Reznik, H Hillman, R Bhui… - Nature Human …, 2024 - nature.com
Computational phenotyping has emerged as a powerful tool for characterizing individual
variability across a variety of cognitive domains. An individual's computational phenotype is …