49 search results - page 1 / 10 » Time Series Analysis of Bio-Medical Signals |
CBMS
2001
IEEE
13 years 8 months ago
2001
IEEE
CORR
2011
Springer
12 years 8 months ago
2011
Springer
We analyze the Synchrosqueezing transform, a consistent and invertible time-frequency analysis tool that can identify and extract oscillating components (of time-varying frequency...
JMLR
2011
12 years 12 months ago
2011
This review focuses on dynamic causal analysis of functional magnetic resonance (fMRI) data to infer brain connectivity from a time series analysis and dynamical systems perspecti...
CORR
2010
Springer
13 years 3 months ago
2010
Springer
This paper proposes a nonparametric Bayesian method for exploratory data analysis and feature construction in continuous time series. Our method focuses on understanding shared fe...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
Graphical models are useful for capturing interdependencies of statistical variables in various fields. Estimating parameters describing sparse graphical models of stationary mul...