Title: Advanced state space methods for neural and clinical data /
Authors: Chen, Zhe, 1976-
Year: 2015
Subjects: Nervous system Diseases; State-space methods; Neurology; Models, Statistical; Stochastic Processes; Nervous system Diseases; State-space methods
Contents: Inference and learning in latent Markov models / D. Barber and S. Chiappa -- State space methods for MEG source reconstruction / M. Fukushima, O. Yamashita, and M. Sato -- Autoregressive modeling of FMRI time series : state space approaches and the general linear model / A. Galka [and others] -- State space models and their spectral decomposition in dynamic causal modeling / R. Moran -- Estimating state and parameters in state space models of spike trains / J.H. Macke, L. Buesing, and M. Sahani -- Bayesian inference for latent stepping and ramping models of spike train data / K.W. Latimer, A.C. Huk, and J.W. Pillow.