Mengya Xu

A battery of image classification challenges reveals shared and distinct object categorization behavior across monkeys, humans, and deep networks

The paper tests object categorization abilities in monkeys, humans, and deep networks across multiple rules, finding monkeys and DNNs share similar performance while humans perform better with language-informed models.

Limitation of switching sensory information flow in flexible perceptual decision making

The paper shows that humans experience a brief reduction in sensory-to-decision efficiency after switching perceptual rules, suggesting a bottleneck in adjusting sensory information flow.