Yiyuan Zhang

Resolving Heterogeneous Mechanical Domains via Physics-Aware Deep Clustering of Single-Molecule Force Spectroscopy Data

This paper introduces a physics-aware deep clustering method to identify heterogeneous folding domains in single-molecule force spectroscopy data, revealing distinct mechanical properties in natural proteins.

Low-Dimensional Frontal Feedback Resolves High-Dimensional Visual Ambiguity in Human Visual Cortex

The paper investigates how low-dimensional frontal feedback resolves visual ambiguity in the human brain using fMRI, EEG, and computational models.

Developmental prosopagnosics have normal spatial integration in posterior ventral face-selective regions

This study examines pRF properties in developmental prosopagnosics and controls, finding similar pRF characteristics despite facial recognition deficits.

Balancing Selectivity and Generality in Object Recognition through Structured Interconnectivity.

This study investigates how structured interconnectivity in neural networks balances selectivity and generality in object recognition using neurophysiological data and computational modeling.

Principles governing the topological organization of object selectivities in ventral temporal cortex

The paper constructs a hybrid SOM model to explain the topological organization of object selectivities in the ventral temporal cortex using a wiring cost minimization principle.

The face module emerged in a deep convolutional neural network selectively deprived of face experience

This study shows that a deep convolutional neural network deprived of face experience still develops face-selective modules, suggesting domain-specificity can emerge without genetic predisposition.