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JMLR
2011
175views more  JMLR 2011»
13 years 3 months ago
Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data
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...
Alard Roebroeck, Anil K. Seth, Pedro A. Valdes-Sos...
FPGA
1997
ACM
118views FPGA» more  FPGA 1997»
14 years 9 days ago
Improving Functional Density Through Run-Time Constant Propagation
Circuit specialization techniques such as constant propagation are commonly used to reduce both the hardware resources and cycle time of digital circuits. When recon gurable FPGAs...
Michael J. Wirthlin, Brad L. Hutchings
RTSS
2007
IEEE
14 years 2 months ago
Composing Functional and State-Based Performance Models for Analyzing Heterogeneous Real-Time Systems
— We present a performance analysis technique for distributed real-time systems in a setting where certain components are modeled in a purely functional manner, while the remainin...
Linh T. X. Phan, Samarjit Chakraborty, P. S. Thiag...
CDC
2009
IEEE
186views Control Systems» more  CDC 2009»
14 years 4 days ago
Distributed function and time delay estimation using nonparametric techniques
In this paper we analyze the problem of estimating a function from different noisy data sets collected by spatially distributed sensors and subject to unknown temporal shifts. We p...
Damiano Varagnolo, Gianluigi Pillonetto, Luca Sche...
NIPS
2007
13 years 9 months ago
Augmented Functional Time Series Representation and Forecasting with Gaussian Processes
We introduce a functional representation of time series which allows forecasts to be performed over an unspecified horizon with progressively-revealed information sets. By virtue...
Nicolas Chapados, Yoshua Bengio