Neural and Computational Mechanisms Underlying One-shot Perceptual Learning in Humans
Ayaka Hachisuka, Jonathan D. Shor, Xujin Chris Liu, Daniel J. Friedman, Patricia C. Dugan, Ignacio Sáez, Fedor E. Panov, Yao Wang, Werner Doyle, Orrin Devinsky, Eric Karl Oermann, Biyu Jade He
This study identifies high-level visual cortex as the neural substrate for one-shot perceptual learning and develops a deep neural network model that replicates human behavior and neural coding.
Nature Communications · Feb 4, 2026Peer-reviewedNeuroscience