Markovian Gaussian Process: A Universal State-Space Representation for Stationary Temporal Gaussian Process
Gaussian Processes (GPs) and Linear Dynamical Systems (LDSs) are essential time series
and dynamic system modeling tools. GPs can handle complex, nonlinear dynamics but are …
and dynamic system modeling tools. GPs can handle complex, nonlinear dynamics but are …
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
Understanding the neural basis of behavior is a fundamental goal in neuroscience. Current
research in large-scale neuro-behavioral data analysis often relies on decoding models …
research in large-scale neuro-behavioral data analysis often relies on decoding models …