A. A. Stocker

Holistic inference explains human perception of stimulus orientation

The paper introduces a holistic inference model for stimulus orientation perception, showing it accurately describes human responses better than previous models.

Categorical judgments do not modify sensory information in working memory

The paper investigates whether categorical judgments alter working memory representations or influence downstream inference, finding no modification of sensory information in working memory.

Benefits of commitment in hierarchical inference

The paper quantifies how committing to a single high-level interpretation affects feature-level estimation accuracy in hierarchical inference tasks, finding benefits under certain conditions.

A new law of human perception

The paper shows that discrimination threshold and perceptual bias in human perception are mathematically related, supported by psychophysical data, suggesting a new law of human perception.