Xing-Yu Liu

Connectome-to-Function: Conditional Generative Latent Representations for Reservoir Computing

Connectomes, graph-level maps of neurons and their synaptic connections, provide a structural basis for understanding how brain circuits support function and computation. However, mapping connectome structure to computation remains difficult because these graphs are high-dimensional, sparse, and sensitive to local stru...