Yong-Xu Zhang

Inferring Multi-Timescale Neural Dynamics with Switching Linear Dynamical Systems

Neural activity often exhibits multiple timescales that can vary with behavioral states and task conditions. Identifying these timescales from neural recordings is important for better understanding neural computation and function. However, traditional approaches based on autocorrelation fitting are difficult to scale...