Generative Modeling of Neural Dynamics via Latent Stochastic Differential Equations

Ahmed ElGazzar, Marcel van Gerven

We propose a probabilistic framework for developing computational models of biological neural systems. In this framework, physiological recordings are viewed as discrete-time parti…