Jinqi Liu

Stabilized Supralinear Networks Learn to Switch Coding Strategies Balancing Cost and Performance

Lateral connections (LCs) are ubiquitous in the cortical circuits. While modern deep learning architectures have rich intralayer interactions (e.g., convolutional mixing, normalization, or attention) to support feature selectivity and contextual modulation, explicit excitatory and inhibitory (E-I) L…